From 87cff14625b693b4cd033beadab239158d8e7ad0 Mon Sep 17 00:00:00 2001 From: jungwhank Date: Fri, 28 May 2021 00:37:16 +0900 Subject: [PATCH 01/24] add klue --- datasets/klue/README.md | 310 ++++++++++ datasets/klue/dataset_infos.json | 1 + datasets/klue/dummy/dp/1.0.0/dummy_data.zip | Bin 0 -> 1865 bytes datasets/klue/dummy/mrc/1.0.0/dummy_data.zip | Bin 0 -> 54592 bytes datasets/klue/dummy/ner/1.0.0/dummy_data.zip | Bin 0 -> 1480 bytes datasets/klue/dummy/nli/1.0.0/dummy_data.zip | Bin 0 -> 3778 bytes datasets/klue/dummy/re/1.0.0/dummy_data.zip | Bin 0 -> 8277 bytes datasets/klue/dummy/sts/1.0.0/dummy_data.zip | Bin 0 -> 6513 bytes datasets/klue/dummy/wos/1.0.0/dummy_data.zip | Bin 0 -> 26385 bytes datasets/klue/dummy/ynat/1.0.0/dummy_data.zip | Bin 0 -> 5347 bytes datasets/klue/klue.py | 544 ++++++++++++++++++ 11 files changed, 855 insertions(+) create mode 100644 datasets/klue/README.md create mode 100644 datasets/klue/dataset_infos.json create mode 100644 datasets/klue/dummy/dp/1.0.0/dummy_data.zip create mode 100644 datasets/klue/dummy/mrc/1.0.0/dummy_data.zip create mode 100644 datasets/klue/dummy/ner/1.0.0/dummy_data.zip create mode 100644 datasets/klue/dummy/nli/1.0.0/dummy_data.zip create mode 100644 datasets/klue/dummy/re/1.0.0/dummy_data.zip create mode 100644 datasets/klue/dummy/sts/1.0.0/dummy_data.zip create mode 100644 datasets/klue/dummy/wos/1.0.0/dummy_data.zip create mode 100644 datasets/klue/dummy/ynat/1.0.0/dummy_data.zip create mode 100644 datasets/klue/klue.py diff --git a/datasets/klue/README.md b/datasets/klue/README.md new file mode 100644 index 00000000000..3d35f52d82f --- /dev/null +++ b/datasets/klue/README.md @@ -0,0 +1,310 @@ +--- +annotations_creators: +- expert-generated +language_creators: +- unknown +languages: +- ko +licenses: +- cc-by-sa-4.0 +multilinguality: +- monolingual +size_categories: +- unknown +task_categories: + ynat: + - text-classification + sts: + - semantic-similarity-scoring + nli: + - natural-language-inference + ner: + - named-entity-recognition + re: + - relation-extraction + dp: + - parsing + mrc: + - question-answering + wos: + - sequence-modeling +paperswithcode_id: klue +--- + +# Dataset Card for KLUE + +## Table of Contents +- [Dataset Description](#dataset-description) + - [Dataset Summary](#dataset-summary) + - [Supported Tasks](#supported-tasks-and-leaderboards) + - [Languages](#languages) +- [Dataset Structure](#dataset-structure) + - [Data Instances](#data-instances) + - [Data Fields](#data-instances) + - [Data Splits](#data-instances) +- [Dataset Creation](#dataset-creation) + - [Curation Rationale](#curation-rationale) + - [Source Data](#source-data) + - [Annotations](#annotations) + - [Personal and Sensitive Information](#personal-and-sensitive-information) +- [Considerations for Using the Data](#considerations-for-using-the-data) + - [Social Impact of Dataset](#social-impact-of-dataset) + - [Discussion of Biases](#discussion-of-biases) + - [Other Known Limitations](#other-known-limitations) +- [Additional Information](#additional-information) + - [Dataset Curators](#dataset-curators) + - [Licensing Information](#licensing-information) + - [Citation Information](#citation-information) + +## Dataset Description + +- **Homepage:** https://klue-benchmark.com/ +- **Repository:** https://github.com/KLUE-benchmark/KLUE +- **Paper:** [KLUE: Korean Language Understanding Evaluation](https://arxiv.org/abs/2105.09680) +- **Leaderboard:** [Leaderboard](https://klue-benchmark.com/) +- **Point of Contact:** https://github.com/KLUE-benchmark/KLUE/issues + +### Dataset Summary + +KLUE is a collection of 8 tasks to evaluate natural language understanding capability of Korean language models. We delibrately select the 8 tasks, which are Topic Classification, Semantic Textual Similarity, Natural Language Inference, Named Entity Recognition, Relation Extraction, Dependency Parsing, Machine Reading Comprehension, and Dialogue State Tracking. + +### Supported Tasks and Leaderboards + +Topic Classification, Semantic Textual Similarity, Natural Language Inference, Named Entity Recognition, Relation Extraction, Dependency Parsing, Machine Reading Comprehension, and Dialogue State Tracking + +### Languages + +`ko-KR` + +## Dataset Structure + +### Data Instances + +#### ynat +An example of 'train' looks as follows. + +``` +{'annotations': {'annotations': {'first-scope': ['생활문화', '생활문화', 'IT과학'], + 'second-scope': ['IT과학', '해당없음', '해당없음'], + 'third-scope': ['해당없음', '해당없음', '해당없음']}, + 'annotators': ['08', '13', '07']}, + 'date': '2016.06.30. 오전 10:36', + 'guid': 'ynat-v1_train_00000', + 'label': 3, + 'predefined_news_category': 'IT과학', + 'title': '유튜브 내달 2일까지 크리에이터 지원 공간 운영', + 'url': 'https://news.naver.com/main/read.nhn?mode=LS2D&mid=shm&sid1=105&sid2=227&oid=001&aid=0008508947'} +``` + +#### sts +An example of 'train' looks as follows. + +``` +{'annotations': {'agreement': '0:0:0:2:5:0', + 'annotations': [3, 4, 4, 4, 3, 4, 4], + 'annotators': ['07', '13', '15', '10', '12', '02', '19']}, + 'guid': 'klue-sts-v1_train_00000', + 'labels': {'binary-label': 1, 'label': 3.7, 'real-label': 3.714285714285714}, + 'sentence1': '숙소 위치는 찾기 쉽고 일반적인 한국의 반지하 숙소입니다.', + 'sentence2': '숙박시설의 위치는 쉽게 찾을 수 있고 한국의 대표적인 반지하 숙박시설입니다.', + 'source': 'airbnb-rtt'} +``` + +#### nli +An example of 'train' looks as follows. + +``` +{'author': 0, + 'gold_label': 0, + 'guid': 'klue-nli-v1_train_00000', + 'hypothesis': '힛걸 진심 최고로 멋지다.', + 'label2': 0, + 'label3': 0, + 'label4': 0, + 'label5': 0, + 'premise': '힛걸 진심 최고다 그 어떤 히어로보다 멋지다', + 'source': 'NSMC'} +``` + +#### ner +An example of 'train' looks as follows. + +``` +{'char': ['특', '히', ' ', '영', '동', '고', '속', '도', '로', ' ', '강', '릉', ' ', '방', '향', ' ', '문', '막', '휴', '게', '소', '에', '서', ' ', '만', '종', '분', '기', '점', '까', '지', ' ', '5', '㎞', ' ', '구', '간', '에', '는', ' ', '승', '용', '차', ' ', '전', '용', ' ', '임', '시', ' ', '갓', '길', '차', '로', '제', '를', ' ', '운', '영', '하', '기', '로', ' ', '했', '다', '.'], + 'ne_tag': [12, 12, 12, 2, 3, 3, 3, 3, 3, 12, 2, 3, 12, 12, 12, 12, 2, 3, 3, 3, 3, 12, 12, 12, 2, 3, 3, 3, 3, 12, 12, 12, 8, 9, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12], + 'sentence': '특히 <영동고속도로:LC> <강릉:LC> 방향 <문막휴게소:LC>에서 <만종분기점:LC>까지 <5㎞:QT> 구간에는 승용차 전용 임시 갓길차로제를 운영하기로 했다.'} +``` + +#### re +An example of 'train' looks as follows. + +``` +{'guid': 'klue-re-v1_train_00000', + 'label': 0, + 'object_entity': {'end_idx': 18, + 'start_idx': 13, + 'type': 'PER', + 'word': '조지 해리슨'}, + 'sentence': '〈Something〉는 조지 해리슨이 쓰고 비틀즈가 1969년 앨범 《Abbey Road》에 담은 노래다.', + 'source': 'wikipedia', + 'subject_entity': {'end_idx': 26, + 'start_idx': 24, + 'type': 'ORG', + 'word': '비틀즈'}} +``` + +#### dp +An example of 'train' looks as follows. + +``` +{'deprel': ['NP', 'NP_OBJ', 'VP', 'NP', 'NP_SBJ', 'NP', 'NP_MOD', 'NP_CNJ', 'NP_CNJ', 'NP', 'NP', 'NP_OBJ', 'AP', 'VP'], + 'head': ['2', '3', '14', '5', '14', '7', '10', '10', '10', '11', '12', '14', '14', '0'], + 'index': ['1', '2', '3', '4', '5', '6', '7', '8', '9', '10', '11', '12', '13', '14'], + 'lemma': ['해당', '그림 을', '보 면', '디즈니', '공주 들 이', '브리트니', '스피어스 의', '앨범 이나', '뮤직 비디오 ,', '화보', '속', '모습 을', '똑같이', '재연 하 였 다 .'], + 'pos': ['NNG', 'NNG+JKO', 'VV+EC', 'NNP', 'NNG+XSN+JKS', 'NNP', 'NNP+JKG', 'NNG+JC', 'NNG+NNG+SP', 'NNG', 'NNG', 'NNG+JKO', 'MAG', 'NNG+XSA+EP+EF+SF'], + 'sentence': '해당 그림을 보면 디즈니 공주들이 브리트니 스피어스의 앨범이나 뮤직비디오, 화보 속 모습을 똑같이 재연했다.', + 'word_form': ['해당', '그림을', '보면', '디즈니', '공주들이', '브리트니', '스피어스의', '앨범이나', '뮤직비디오,', '화보', '속', '모습을', '똑같이', '재연했다.']} +``` + +#### mrc +An example of 'train' looks as follows. + +``` +{'answers': {'answer_start': [478, 478], 'text': ['한 달가량', '한 달']}, + 'context': '올여름 장마가 17일 제주도에서 시작됐다. 서울 등 중부지방은 예년보다 사나흘 정도 늦은 이달 말께 장마가 시작될 전망이다.17일 기상청에 따르면 제주도 남쪽 먼바다에 있는 장마전선의 영향으로 이날 제주도 산간 및 내륙지역에 호우주의보가 내려지면서 곳곳에 100㎜에 육박하는 많은 비가 내렸다. 제주의 장마는 평년보다 2~3일, 지난해보다는 하루 일찍 시작됐다. 장마는 고온다습한 북태평양 기단과 한랭 습윤한 오호츠크해 기단이 만나 형성되는 장마전선에서 내리는 비를 뜻한다.장마전선은 18일 제주도 먼 남쪽 해상으로 내려갔다가 20일께 다시 북상해 전남 남해안까지 영향을 줄 것으로 보인다. 이에 따라 20~21일 남부지방에도 예년보다 사흘 정도 장마가 일찍 찾아올 전망이다. 그러나 장마전선을 밀어올리는 북태평양 고기압 세력이 약해 서울 등 중부지방은 평년보다 사나흘가량 늦은 이달 말부터 장마가 시작될 것이라는 게 기상청의 설명이다. 장마전선은 이후 한 달가량 한반도 중남부를 오르내리며 곳곳에 비를 뿌릴 전망이다. 최근 30년간 평균치에 따르면 중부지방의 장마 시작일은 6월24~25일이었으며 장마기간은 32일, 강수일수는 17.2일이었다.기상청은 올해 장마기간의 평균 강수량이 350~400㎜로 평년과 비슷하거나 적을 것으로 내다봤다. 브라질 월드컵 한국과 러시아의 경기가 열리는 18일 오전 서울은 대체로 구름이 많이 끼지만 비는 오지 않을 것으로 예상돼 거리 응원에는 지장이 없을 전망이다.', + 'guid': 'klue-mrc-v1_train_12759', + 'is_impossible': False, + 'news_category': '종합', + 'plausible_answers': {'answer_start': [], 'text': []}, + 'question': '북태평양 기단과 오호츠크해 기단이 만나 국내에 머무르는 기간은?', + 'question_type': 1, + 'source': 'hankyung', + 'title': '제주도 장마 시작 … 중부는 이달 말부터'} +``` + +#### wos +An example of 'train' looks as follows. + +``` +{'dialogue': [{'role': 'user', + 'state': ['관광-종류-쇼핑', '관광-지역-서울 서쪽'], + 'text': '쇼핑을 하려는데 서울 서쪽에 있을까요?'}, + {'role': 'sys', + 'state': [], + 'text': '서울 서쪽에 쇼핑이 가능한 곳이라면 노량진 수산물 도매시장이 있습니다.'}, + {'role': 'user', + 'state': ['관광-종류-쇼핑', '관광-지역-서울 서쪽', '관광-이름-노량진 수산물 도매시장'], + 'text': '오 네 거기 주소 좀 알려주세요.'}, + {'role': 'sys', 'state': [], 'text': '노량진 수산물 도매시장의 주소는 서울 동작구 93806입니다.'}, + {'role': 'user', + 'state': ['관광-종류-쇼핑', '관광-지역-서울 서쪽', '관광-이름-노량진 수산물 도매시장'], + 'text': '알려주시는김에 연락처랑 평점도 좀 알려주세요.'}, + {'role': 'sys', 'state': [], 'text': '그럼. 연락처는 6182006591이고 평점은 4점입니다.'}, + {'role': 'user', + 'state': ['관광-종류-쇼핑', '관광-지역-서울 서쪽', '관광-이름-노량진 수산물 도매시장'], + 'text': '와 감사합니다.'}, + {'role': 'sys', 'state': [], 'text': '감사합니다.'}], + 'domains': ['관광'], + 'guid': 'wos-v1_train_00001'} +``` + +### Data Fields + +[Needs More Information] + +### Data Splits + +#### ynat +You can check data description in [here](https://klue-benchmark.com/tasks/66/data/description). + +#### sts +You can check data description in [here](https://klue-benchmark.com/tasks/67/data/description). + +#### nli +You can check data description in [here](https://klue-benchmark.com/tasks/68/data/description). + +#### ner +You can check data description in [here](https://klue-benchmark.com/tasks/69/overview/description). + +#### re +You can check data description in [here](https://klue-benchmark.com/tasks/70/overview/description). + +#### dp +You can check data description in [here](https://klue-benchmark.com/tasks/71/data/description). + +#### mrc +You can check data description in [here](https://klue-benchmark.com/tasks/72/overview/description). + +#### wos +You can check data description in [here](https://klue-benchmark.com/tasks/73/overview/description). + + +## Dataset Creation + +### Curation Rationale + +[Needs More Information] + +### Source Data + +#### Initial Data Collection and Normalization + +[Needs More Information] + +#### Who are the source language producers? + +[Needs More Information] + +### Annotations + +#### Annotation process + +[Needs More Information] + +#### Who are the annotators? + +[Needs More Information] + +### Personal and Sensitive Information + +[Needs More Information] + +## Considerations for Using the Data + +### Social Impact of Dataset + +[Needs More Information] + +### Discussion of Biases + +[Needs More Information] + +### Other Known Limitations + +[Needs More Information] + +## Additional Information + +### Dataset Curators + +[Needs More Information] + +### Licensing Information + +[Needs More Information] + +### Citation Information + +``` +@misc{park2021klue, + title={KLUE: Korean Language Understanding Evaluation}, + author={Sungjoon Park and Jihyung Moon and Sungdong Kim and Won Ik Cho and Jiyoon Han and Jangwon Park and Chisung Song and Junseong Kim and Yongsook Song and Taehwan Oh and Joohong Lee and Juhyun Oh and Sungwon Lyu and Younghoon Jeong and Inkwon Lee and Sangwoo Seo and Dongjun Lee and Hyunwoo Kim and Myeonghwa Lee and Seongbo Jang and Seungwon Do and Sunkyoung Kim and Kyungtae Lim and Jongwon Lee and Kyumin Park and Jamin Shin and Seonghyun Kim and Lucy Park and Alice Oh and Jungwoo Ha and Kyunghyun Cho}, + year={2021}, + eprint={2105.09680}, + archivePrefix={arXiv}, + primaryClass={cs.CL} +} +``` +### Contributions + +Thanks to [@jungwhank](https://github.com/jungwhank) for adding this dataset. \ No newline at end of file diff --git a/datasets/klue/dataset_infos.json b/datasets/klue/dataset_infos.json new file mode 100644 index 00000000000..6ed4310d164 --- /dev/null +++ b/datasets/klue/dataset_infos.json @@ -0,0 +1 @@ +{"ynat": {"description": "KLUE (Korean Language Understanding Evaluation)\nKorean Language Understanding Evaluation (KLUE) benchmark is a series of datasets to evaluate natural language \nunderstanding capability of Korean language models. KLUE consists of 8 diverse and representative tasks, which are accessible\nto anyone without any restrictions. With ethical considerations in mind, we deliberately design annotation guidelines to obtain\nunambiguous annotations for all datasets. 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@@ -0,0 +1,544 @@ +# coding=utf-8 +# Copyright 2020 The HuggingFace Datasets Authors and the current dataset script contributor. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +"""KLUE (Korean Language Understanding Evaluation) benchmark.""" + + +import csv +import json +import os +import textwrap + +import datasets + +_KLUE_CITATION = """\ +@misc{park2021klue, + title={KLUE: Korean Language Understanding Evaluation}, + author={Sungjoon Park and Jihyung Moon and Sungdong Kim and Won Ik Cho and Jiyoon Han and Jangwon Park and Chisung Song and Junseong Kim and Yongsook Song and Taehwan Oh and Joohong Lee and Juhyun Oh and Sungwon Lyu and Younghoon Jeong and Inkwon Lee and Sangwoo Seo and Dongjun Lee and Hyunwoo Kim and Myeonghwa Lee and Seongbo Jang and Seungwon Do and Sunkyoung Kim and Kyungtae Lim and Jongwon Lee and Kyumin Park and Jamin Shin and Seonghyun Kim and Lucy Park and Alice Oh and Jungwoo Ha and Kyunghyun Cho}, + year={2021}, + eprint={2105.09680}, + archivePrefix={arXiv}, + primaryClass={cs.CL} +} +""" + +_KLUE_DESCRIPTION = """\ +KLUE (Korean Language Understanding Evaluation) +Korean Language Understanding Evaluation (KLUE) benchmark is a series of datasets to evaluate natural language +understanding capability of Korean language models. KLUE consists of 8 diverse and representative tasks, which are accessible +to anyone without any restrictions. With ethical considerations in mind, we deliberately design annotation guidelines to obtain +unambiguous annotations for all datasets. Futhermore, we build an evaluation system and carefully choose evaluations metrics +for every task, thus establishing fair comparison across Korean language models. +""" + +_DATA_URLs = { + "ynat": "http://klue-benchmark.com.s3.amazonaws.com/app/Competitions/000066/data/ynat-v1.tar.gz", + "sts": "http://klue-benchmark.com.s3.amazonaws.com/app/Competitions/000067/data/klue-sts-v1.tar.gz", + "nli": "http://klue-benchmark.com.s3.amazonaws.com/app/Competitions/000068/data/klue-nli-v1.tar.gz", + "ner": "http://klue-benchmark.com.s3.amazonaws.com/app/Competitions/000069/data/klue-ner-v1.tar.gz", + "re": "http://klue-benchmark.com.s3.amazonaws.com/app/Competitions/000070/data/klue-re-v1.tar.gz", + "dp": "http://klue-benchmark.com.s3.amazonaws.com/app/Competitions/000071/data/klue-dp-v1.tar.gz", + "mrc": "http://klue-benchmark.com.s3.amazonaws.com/app/Competitions/000072/data/klue-mrc-v1.tar.gz", + "wos": "http://klue-benchmark.com.s3.amazonaws.com/app/Competitions/000073/data/wos-v1.tar.gz", +} + +_DESCRIPTION_URLs = { + "ynat": "https://klue-benchmark.com/tasks/66/overview/description", + "sts": "https://klue-benchmark.com/tasks/67/overview/description", + "nli": "https://klue-benchmark.com/tasks/68/overview/description", + "ner": "https://klue-benchmark.com/tasks/69/overview/description", + "re": "https://klue-benchmark.com/tasks/70/overview/description", + "dp": "https://klue-benchmark.com/tasks/71/overview/description", + "mrc": "https://klue-benchmark.com/tasks/72/overview/description", + "wos": "https://klue-benchmark.com/tasks/73/overview/description", +} + +_LICENSE = "CC-BY-SA-4.0" + + +class KlueConfig(datasets.BuilderConfig): + """BuilderConfig for KLUE.""" + + def __init__( + self, + features, + data_url, + url, + file_map, + **kwargs, + ): + """BuilderConfig for KLUE.""" + + super(KlueConfig, self).__init__(version=datasets.Version("1.0.0", ""), **kwargs) + self.features = features + self.data_url = data_url + self.url = url + self.file_map = file_map + + +class Klue(datasets.GeneratorBasedBuilder): + """The General Language Understanding Evaluation (GLUE) benchmark.""" + + BUILDER_CONFIGS = [ + KlueConfig( + name="ynat", + features={ + "guid": datasets.Value("string"), + "title": datasets.Value("string"), + "predefined_news_category": datasets.Value("string"), + "label": datasets.features.ClassLabel(names=["IT과학", "경제", "사회", "생활문화", "세계", "스포츠", "정치"]), + "annotations": { + "annotators": [datasets.Value("string")], + "annotations": { + "first-scope": [datasets.Value("string")], + "second-scope": [datasets.Value("string")], + "third-scope": [datasets.Value("string")], + }, + }, + "url": datasets.Value("string"), + "date": datasets.Value("string"), + }, + description=textwrap.dedent( + """\ + In topic classification (TC), the goal is to predict the topic of a given text + snippet. We include TC in our KLUE benchmark, as inferring the topic of a text is a key + capability that should be possessed by a language understanding system. + Following a typical single sentence classification task, we introduce YNAT, a Younhap + News Agency news headlines for Topic Classification. For Korean, no dataset has been + proposed for this task, which motivates us to construct the first Korean topic + classification benchmark. In this task, given a news headline, a text classifier must + predict a topic which is one of politics, economy, society, culture, world, IT/science, + and sports. Macro-F1 score is used to evaluate a system.""" + ), + data_url=_DATA_URLs["ynat"], + url=_DESCRIPTION_URLs["ynat"], + file_map={ + "train": "ynat-v1_train.json", + "dev": "ynat-v1_dev.json", + }, + ), + KlueConfig( + name="sts", + features={ + "guid": datasets.Value("string"), + "source": datasets.Value("string"), + "sentence1": datasets.Value("string"), + "sentence2": datasets.Value("string"), + "labels": { + "label": datasets.Value("float64"), + "real-label": datasets.Value("float64"), + "binary-label": datasets.ClassLabel(names=["negative", "positive"]), + }, + "annotations": { + "agreement": datasets.Value("string"), + "annotators": [datasets.Value("string")], + "annotations": [datasets.Value("int32")], + }, + }, + description=textwrap.dedent( + """\ + STS is a task which aims to predict the semantic similarity of two input sentences as + a real value between 0 and 5. Note that we furthure binarized the prediction scores + into two classes with a threshold score 3.0 (paraphrased or not) and evaluated with + a classification metric. + """ + ), + data_url=_DATA_URLs["sts"], + url=_DESCRIPTION_URLs["sts"], + file_map={ + "train": "klue-sts-v1_train.json", + "dev": "klue-sts-v1_dev.json", + }, + ), + KlueConfig( + name="nli", + features={ + "guid": datasets.Value("string"), + "source": datasets.Value("string"), + "premise": datasets.Value("string"), + "hypothesis": datasets.Value("string"), + "gold_label": datasets.ClassLabel(names=["entailment", "contradiction", "neutral"]), + "author": datasets.ClassLabel(names=["entailment", "contradiction", "neutral"]), + "label2": datasets.ClassLabel(names=["entailment", "contradiction", "neutral"]), + "label3": datasets.ClassLabel(names=["entailment", "contradiction", "neutral"]), + "label4": datasets.ClassLabel(names=["entailment", "contradiction", "neutral"]), + "label5": datasets.ClassLabel(names=["entailment", "contradiction", "neutral"]), + }, + description=textwrap.dedent( + """\ + NLI is a task to infer the relationship between a hypothesis sentence and a premise + sentence. Given the premise, the model determines if the hypothesis is true (entailment), + false (contradiction), or undetermined (neutral). + """ + ), + data_url=_DATA_URLs["nli"], + url=_DESCRIPTION_URLs["nli"], + file_map={ + "train": "klue-nli-v1_train.json", + "dev": "klue-nli-v1_dev.json", + }, + ), + KlueConfig( + name="ner", + features={ + "sentence": datasets.Value("string"), + "char": [datasets.Value("string")], + "ne_tag": [ + datasets.ClassLabel( + names=[ + "B-DT", + "I-DT", + "B-LC", + "I-LC", + "B-OG", + "I-OG", + "B-PS", + "I-PS", + "B-QT", + "I-QT", + "B-TI", + "I-TI", + "O", + ] + ) + ], + }, + description=textwrap.dedent( + """\ + NER is a task to detect the boundaries of named entities in unstructured text and to + classify the types. A named entity can be of one of predefined entity types such as + person, location, organization, time expressions, quantities and monetary values. + """ + ), + data_url=_DATA_URLs["ner"], + url=_DESCRIPTION_URLs["ner"], + file_map={ + "train": "klue-ner-v1_train.tsv", + "dev": "klue-ner-v1_dev.tsv", + }, + ), + KlueConfig( + name="re", + features={ + "guid": datasets.Value("string"), + "sentence": datasets.Value("string"), + "subject_entity": { + "word": datasets.Value("string"), + "start_idx": datasets.Value("int32"), + "end_idx": datasets.Value("int32"), + "type": datasets.Value("string"), + }, + "object_entity": { + "word": datasets.Value("string"), + "start_idx": datasets.Value("int32"), + "end_idx": datasets.Value("int32"), + "type": datasets.Value("string"), + }, + "label": datasets.ClassLabel( + names=[ + "no_relation", + "org:dissolved", + "org:founded", + "org:place_of_headquarters", + "org:alternate_names", + "org:member_of", + "org:members", + "org:political/religious_affiliation", + "org:product", + "org:founded_by", + "org:top_members/employees", + "org:number_of_employees/members", + "per:date_of_birth", + "per:date_of_death", + "per:place_of_birth", + "per:place_of_death", + "per:place_of_residence", + "per:origin", + "per:employee_of", + "per:schools_attended", + "per:alternate_names", + "per:parents", + "per:children", + "per:siblings", + "per:spouse", + "per:other_family", + "per:colleagues", + "per:product", + "per:religion", + "per:title", + ] + ), + "source": datasets.Value("string"), + }, + description=textwrap.dedent( + """\ + RE is a task to identify semantic relations between entity pairs in a text. The relation + is defined between an entity pair consisting of subject entity and object entity. + The goal is then to pick an appropriate relationship between these two entities. + """ + ), + data_url=_DATA_URLs["re"], + url=_DESCRIPTION_URLs["re"], + file_map={ + "train": "klue-re-v1_train.json", + "dev": "klue-re-v1_dev.json", + }, + ), + KlueConfig( + name="dp", + features={ + "sentence": datasets.Value("string"), + "index": [datasets.Value("string")], + "word_form": [datasets.Value("string")], + "lemma": [datasets.Value("string")], + "pos": [datasets.Value("string")], + "head": [datasets.Value("string")], + "deprel": [datasets.Value("string")], + }, + description=textwrap.dedent( + """\ + DP is a task that aims at finding relational information among words. + The goal is to predict a graph structure and a dependency label of an input sentence + based on the dependency grammar. + """ + ), + data_url=_DATA_URLs["dp"], + url=_DESCRIPTION_URLs["dp"], + file_map={ + "train": "klue-dp-v1_train.tsv", + "dev": "klue-dp-v1_dev.tsv", + }, + ), + KlueConfig( + name="mrc", + features={ + "title": datasets.Value("string"), + "context": datasets.Value("string"), + "news_category": datasets.Value("string"), + "source": datasets.Value("string"), + "guid": datasets.Value("string"), + "is_impossible": datasets.Value("bool"), + "question_type": datasets.Value("int32"), + "question": datasets.Value("string"), + "answers": datasets.features.Sequence( + { + "text": datasets.Value("string"), + "answer_start": datasets.Value("int32"), + }, + ), + "plausible_answers": datasets.features.Sequence( + { + "text": datasets.Value("string"), + "answer_start": datasets.Value("int32"), + } + ), + }, + description=textwrap.dedent( + """\ + MRC is a task of evaluating model that can answer a question about a given text + passage. Specifically, we formulate the task as a span prediction task, where the + answer is a text segment (coined as spans) in the passage. + """ + ), + data_url=_DATA_URLs["mrc"], + url=_DESCRIPTION_URLs["mrc"], + file_map={ + "train": "klue-mrc-v1_train.json", + "dev": "klue-mrc-v1_dev.json", + }, + ), + KlueConfig( + name="wos", + features={ + "guid": datasets.Value("string"), + "domains": [datasets.Value("string")], + "dialogue": [ + { + "role": datasets.Value("string"), + "text": datasets.Value("string"), + "state": [datasets.Value("string")], + } + ], + }, + description=textwrap.dedent( + """\ + DST is a task to predict slot and value pairs (dialogue states) from a task-oriented + dialogue. The potential pairs are predefined by a given task schema and knowledge + base (KB). + """ + ), + data_url=_DATA_URLs["wos"], + url=_DESCRIPTION_URLs["wos"], + file_map={ + "train": "wos-v1_train.json", + "dev": "wos-v1_dev.json", + }, + ), + ] + + def _info(self): + return datasets.DatasetInfo( + description=_KLUE_DESCRIPTION, + features=datasets.Features(self.config.features), + homepage=self.config.url, + citation=_KLUE_CITATION, + license=_LICENSE, + ) + + def _split_generators(self, dl_manager): + dl_dir = dl_manager.download_and_extract(self.config.data_url) + dir_name = self.config.data_url.split("/")[-1].replace(".tar.gz", "") + data_dir = os.path.join(dl_dir, dir_name) + return [ + datasets.SplitGenerator( + name=datasets.Split.TRAIN, + gen_kwargs={ + "data_file": os.path.join(data_dir, self.config.file_map["train"]), + "split": "train", + }, + ), + datasets.SplitGenerator( + name=datasets.Split.VALIDATION, + gen_kwargs={ + "data_file": os.path.join(data_dir, self.config.file_map["dev"]), + "split": "dev", + }, + ), + ] + + def _generate_examples(self, data_file, split): + if self.config.name in ["ynat", "sts", "re"]: + with open(data_file, encoding="UTF-8") as f: + f = json.load(f) + for id_, row in enumerate(f): + yield id_, row + + if self.config.name == "nli": + with open(data_file, encoding="UTF-8") as f: + f = json.load(f) + for id_, row in enumerate(f): + # In train file, "source" is written as "genre" + features = {key: row[key] for key in row.keys() if key not in ["genre", "source"]} + features.update({"source": row["source"] if "source" in row.keys() else row["genre"]}) + yield id_, features + + if self.config.name == "ner": + with open(data_file, encoding="UTF-8") as f: + reader = csv.reader(f, delimiter="\t", quoting=csv.QUOTE_NONE) + for _ in range(5): # skip headers + next(reader) + id_ = -1 + for row in reader: + if row: + if row[0].startswith("##"): + id_ += 1 + char, ne_tag = [], [] + sentence = row[1] + else: + char.append(row[0]) + ne_tag.append(row[1]) + else: # new line + assert len(char) == len(ne_tag) + yield id_, {"sentence": sentence, "char": char, "ne_tag": ne_tag} + + if self.config.name == "dp": + with open(data_file, encoding="UTF-8") as f: + reader = csv.reader(f, delimiter="\t", quoting=csv.QUOTE_NONE) + for _ in range(5): # skip headers + next(reader) + id_ = -1 + for row in reader: + if row: + if row[0].startswith("##"): + id_ += 1 + index = [] + word_form = [] + lemma = [] + pos = [] + head = [] + deprel = [] + sentence = row[1] + else: + index.append(row[0]) + word_form.append(row[1]) + lemma.append(row[2]) + pos.append(row[3]) + head.append(row[4]) + deprel.append(row[5]) + else: # new line + assert len(index) == len(word_form) == len(lemma) == len(pos) == len(head) == len(deprel) + yield id_, { + "sentence": sentence, + "index": index, + "word_form": word_form, + "lemma": lemma, + "pos": pos, + "head": head, + "deprel": deprel, + } + + if self.config.name == "mrc": + with open(data_file, encoding="UTF-8") as f: + f = json.load(f) + for example in f["data"]: + title = example.get("title", "") + news_category = example.get("news_category", "") + source = example["source"] + for id_, paragraph in enumerate(example["paragraphs"]): + context = paragraph["context"].strip() + for qa in paragraph["qas"]: + guid = qa["guid"] + question_type = qa["question_type"] + is_impossible = qa["is_impossible"] + question = qa["question"].strip() + + answer_starts = [answer["answer_start"] for answer in qa["answers"]] + answers = [answer["text"].strip() for answer in qa["answers"]] + p_answer_starts, p_answers = [], [] # when answer exists + + if "plausible_answers" in qa: + p_answer_starts = [answer["answer_start"] for answer in qa["plausible_answers"]] + p_answers = [answer["text"].strip() for answer in qa["plausible_answers"]] + + yield id_, { + "title": title, + "context": context, + "news_category": news_category, + "source": source, + "guid": guid, + "question_type": question_type, + "is_impossible": is_impossible, + "question": question, + "answers": { + "answer_start": answer_starts, + "text": answers, + }, + "plausible_answers": { + "answer_start": p_answer_starts, + "text": p_answers, + }, + } + + if self.config.name == "wos": + with open(data_file, encoding="UTF-8") as f: + f = json.load(f) + for id_, row in enumerate(f): + guid = row["guid"] + domains = row["domains"] + dialogue = row["dialogue"] + for utterance in dialogue: + if "state" not in utterance: + utterance["state"] = [] + yield id_, {"guid": guid, "domains": domains, "dialogue": dialogue} From c58fd5d3cafca86ce367f814baee43b3ef996d81 Mon Sep 17 00:00:00 2001 From: jungwhank Date: Fri, 28 May 2021 00:58:53 +0900 Subject: [PATCH 02/24] apply make style --- datasets/klue/klue.py | 1 + 1 file changed, 1 insertion(+) diff --git a/datasets/klue/klue.py b/datasets/klue/klue.py index 53a2f9107a6..e7e45200338 100644 --- a/datasets/klue/klue.py +++ b/datasets/klue/klue.py @@ -23,6 +23,7 @@ import datasets + _KLUE_CITATION = """\ @misc{park2021klue, title={KLUE: Korean Language Understanding Evaluation}, From be54e2e0f587aff49f1002774850b667e9a8f041 Mon Sep 17 00:00:00 2001 From: jungwhank Date: Fri, 28 May 2021 01:06:00 +0900 Subject: [PATCH 03/24] apply flake8 --- datasets/klue/klue.py | 48 +++++++++++++++++++++---------------------- 1 file changed, 24 insertions(+), 24 deletions(-) diff --git a/datasets/klue/klue.py b/datasets/klue/klue.py index e7e45200338..06f378a68c8 100644 --- a/datasets/klue/klue.py +++ b/datasets/klue/klue.py @@ -26,7 +26,7 @@ _KLUE_CITATION = """\ @misc{park2021klue, - title={KLUE: Korean Language Understanding Evaluation}, + title={KLUE: Korean Language Understanding Evaluation}, author={Sungjoon Park and Jihyung Moon and Sungdong Kim and Won Ik Cho and Jiyoon Han and Jangwon Park and Chisung Song and Junseong Kim and Yongsook Song and Taehwan Oh and Joohong Lee and Juhyun Oh and Sungwon Lyu and Younghoon Jeong and Inkwon Lee and Sangwoo Seo and Dongjun Lee and Hyunwoo Kim and Myeonghwa Lee and Seongbo Jang and Seungwon Do and Sunkyoung Kim and Kyungtae Lim and Jongwon Lee and Kyumin Park and Jamin Shin and Seonghyun Kim and Lucy Park and Alice Oh and Jungwoo Ha and Kyunghyun Cho}, year={2021}, eprint={2105.09680}, @@ -37,7 +37,7 @@ _KLUE_DESCRIPTION = """\ KLUE (Korean Language Understanding Evaluation) -Korean Language Understanding Evaluation (KLUE) benchmark is a series of datasets to evaluate natural language +Korean Language Understanding Evaluation (KLUE) benchmark is a series of datasets to evaluate natural language understanding capability of Korean language models. KLUE consists of 8 diverse and representative tasks, which are accessible to anyone without any restrictions. With ethical considerations in mind, we deliberately design annotation guidelines to obtain unambiguous annotations for all datasets. Futhermore, we build an evaluation system and carefully choose evaluations metrics @@ -113,14 +113,14 @@ class Klue(datasets.GeneratorBasedBuilder): }, description=textwrap.dedent( """\ - In topic classification (TC), the goal is to predict the topic of a given text - snippet. We include TC in our KLUE benchmark, as inferring the topic of a text is a key - capability that should be possessed by a language understanding system. - Following a typical single sentence classification task, we introduce YNAT, a Younhap - News Agency news headlines for Topic Classification. For Korean, no dataset has been - proposed for this task, which motivates us to construct the first Korean topic - classification benchmark. In this task, given a news headline, a text classifier must - predict a topic which is one of politics, economy, society, culture, world, IT/science, + In topic classification (TC), the goal is to predict the topic of a given text + snippet. We include TC in our KLUE benchmark, as inferring the topic of a text is a key + capability that should be possessed by a language understanding system. + Following a typical single sentence classification task, we introduce YNAT, a Younhap + News Agency news headlines for Topic Classification. For Korean, no dataset has been + proposed for this task, which motivates us to construct the first Korean topic + classification benchmark. In this task, given a news headline, a text classifier must + predict a topic which is one of politics, economy, society, culture, world, IT/science, and sports. Macro-F1 score is used to evaluate a system.""" ), data_url=_DATA_URLs["ynat"], @@ -150,9 +150,9 @@ class Klue(datasets.GeneratorBasedBuilder): }, description=textwrap.dedent( """\ - STS is a task which aims to predict the semantic similarity of two input sentences as - a real value between 0 and 5. Note that we furthure binarized the prediction scores - into two classes with a threshold score 3.0 (paraphrased or not) and evaluated with + STS is a task which aims to predict the semantic similarity of two input sentences as + a real value between 0 and 5. Note that we furthure binarized the prediction scores + into two classes with a threshold score 3.0 (paraphrased or not) and evaluated with a classification metric. """ ), @@ -179,8 +179,8 @@ class Klue(datasets.GeneratorBasedBuilder): }, description=textwrap.dedent( """\ - NLI is a task to infer the relationship between a hypothesis sentence and a premise - sentence. Given the premise, the model determines if the hypothesis is true (entailment), + NLI is a task to infer the relationship between a hypothesis sentence and a premise + sentence. Given the premise, the model determines if the hypothesis is true (entailment), false (contradiction), or undetermined (neutral). """ ), @@ -218,7 +218,7 @@ class Klue(datasets.GeneratorBasedBuilder): }, description=textwrap.dedent( """\ - NER is a task to detect the boundaries of named entities in unstructured text and to + NER is a task to detect the boundaries of named entities in unstructured text and to classify the types. A named entity can be of one of predefined entity types such as person, location, organization, time expressions, quantities and monetary values. """ @@ -285,8 +285,8 @@ class Klue(datasets.GeneratorBasedBuilder): }, description=textwrap.dedent( """\ - RE is a task to identify semantic relations between entity pairs in a text. The relation - is defined between an entity pair consisting of subject entity and object entity. + RE is a task to identify semantic relations between entity pairs in a text. The relation + is defined between an entity pair consisting of subject entity and object entity. The goal is then to pick an appropriate relationship between these two entities. """ ), @@ -310,8 +310,8 @@ class Klue(datasets.GeneratorBasedBuilder): }, description=textwrap.dedent( """\ - DP is a task that aims at finding relational information among words. - The goal is to predict a graph structure and a dependency label of an input sentence + DP is a task that aims at finding relational information among words. + The goal is to predict a graph structure and a dependency label of an input sentence based on the dependency grammar. """ ), @@ -348,8 +348,8 @@ class Klue(datasets.GeneratorBasedBuilder): }, description=textwrap.dedent( """\ - MRC is a task of evaluating model that can answer a question about a given text - passage. Specifically, we formulate the task as a span prediction task, where the + MRC is a task of evaluating model that can answer a question about a given text + passage. Specifically, we formulate the task as a span prediction task, where the answer is a text segment (coined as spans) in the passage. """ ), @@ -375,8 +375,8 @@ class Klue(datasets.GeneratorBasedBuilder): }, description=textwrap.dedent( """\ - DST is a task to predict slot and value pairs (dialogue states) from a task-oriented - dialogue. The potential pairs are predefined by a given task schema and knowledge + DST is a task to predict slot and value pairs (dialogue states) from a task-oriented + dialogue. The potential pairs are predefined by a given task schema and knowledge base (KB). """ ), From 57b5f119a7b62a1a286f5b92539e37d902292a1f Mon Sep 17 00:00:00 2001 From: jungwhank Date: Fri, 28 May 2021 01:34:32 +0900 Subject: [PATCH 04/24] update README.md --- datasets/klue/README.md | 21 ++++++++++++++++++++- 1 file changed, 20 insertions(+), 1 deletion(-) diff --git a/datasets/klue/README.md b/datasets/klue/README.md index 3d35f52d82f..6d8cf243b76 100644 --- a/datasets/klue/README.md +++ b/datasets/klue/README.md @@ -10,18 +10,37 @@ licenses: multilinguality: - monolingual size_categories: +- 10K Date: Fri, 28 May 2021 01:38:32 +0900 Subject: [PATCH 05/24] update README --- datasets/klue/README.md | 18 +++++++++--------- 1 file changed, 9 insertions(+), 9 deletions(-) diff --git a/datasets/klue/README.md b/datasets/klue/README.md index 6d8cf243b76..f3d95af40d9 100644 --- a/datasets/klue/README.md +++ b/datasets/klue/README.md @@ -229,33 +229,33 @@ An example of 'train' looks as follows. ### Data Fields -[Needs More Information] +You can see data fields in [here](https://github.com/KLUE-benchmark/KLUE/wiki). ### Data Splits #### ynat -You can check data description in [here](https://klue-benchmark.com/tasks/66/data/description). +You can see data description in [here](https://klue-benchmark.com/tasks/66/data/description). #### sts -You can check data description in [here](https://klue-benchmark.com/tasks/67/data/description). +You can see data description in [here](https://klue-benchmark.com/tasks/67/data/description). #### nli -You can check data description in [here](https://klue-benchmark.com/tasks/68/data/description). +You can see data description in [here](https://klue-benchmark.com/tasks/68/data/description). #### ner -You can check data description in [here](https://klue-benchmark.com/tasks/69/overview/description). +You can see data description in [here](https://klue-benchmark.com/tasks/69/overview/description). #### re -You can check data description in [here](https://klue-benchmark.com/tasks/70/overview/description). +You can see data description in [here](https://klue-benchmark.com/tasks/70/overview/description). #### dp -You can check data description in [here](https://klue-benchmark.com/tasks/71/data/description). +You can see data description in [here](https://klue-benchmark.com/tasks/71/data/description). #### mrc -You can check data description in [here](https://klue-benchmark.com/tasks/72/overview/description). +You can see data description in [here](https://klue-benchmark.com/tasks/72/overview/description). #### wos -You can check data description in [here](https://klue-benchmark.com/tasks/73/overview/description). +You can see data description in [here](https://klue-benchmark.com/tasks/73/overview/description). ## Dataset Creation From a4e27e956c89148d2ffa334404dcc1dda1a8a574 Mon Sep 17 00:00:00 2001 From: jungwhank Date: Fri, 28 May 2021 02:12:12 +0900 Subject: [PATCH 06/24] fix task_ids, source_datasets --- datasets/klue/README.md | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/datasets/klue/README.md b/datasets/klue/README.md index f3d95af40d9..bea60bfad28 100644 --- a/datasets/klue/README.md +++ b/datasets/klue/README.md @@ -2,7 +2,7 @@ annotations_creators: - expert-generated language_creators: -- unknown +- expert-generated languages: - ko licenses: @@ -12,7 +12,7 @@ multilinguality: size_categories: - 10K Date: Sat, 29 May 2021 23:17:28 +0900 Subject: [PATCH 07/24] fix category Co-authored-by: Minho Ryu --- datasets/klue/klue.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/datasets/klue/klue.py b/datasets/klue/klue.py index 06f378a68c8..a54601f771a 100644 --- a/datasets/klue/klue.py +++ b/datasets/klue/klue.py @@ -98,7 +98,7 @@ class Klue(datasets.GeneratorBasedBuilder): features={ "guid": datasets.Value("string"), "title": datasets.Value("string"), - "predefined_news_category": datasets.Value("string"), + "predefined_news_category": datasets.features.ClassLabel(names=["IT과학", "경제", "사회", "생활문화", "세계", "스포츠", "정치"]), "label": datasets.features.ClassLabel(names=["IT과학", "경제", "사회", "생활문화", "세계", "스포츠", "정치"]), "annotations": { "annotators": [datasets.Value("string")], From 44a976e8f6a25d006f74e4b3775b60aa486bfa47 Mon Sep 17 00:00:00 2001 From: Jungwhan Kim <53588015+jungwhank@users.noreply.github.com> Date: Sat, 29 May 2021 23:19:01 +0900 Subject: [PATCH 08/24] fix head feature Co-authored-by: Minho Ryu --- datasets/klue/klue.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/datasets/klue/klue.py b/datasets/klue/klue.py index a54601f771a..4b99ccf5130 100644 --- a/datasets/klue/klue.py +++ b/datasets/klue/klue.py @@ -305,7 +305,7 @@ class Klue(datasets.GeneratorBasedBuilder): "word_form": [datasets.Value("string")], "lemma": [datasets.Value("string")], "pos": [datasets.Value("string")], - "head": [datasets.Value("string")], + "head": [datasets.Value("int32")], "deprel": [datasets.Value("string")], }, description=textwrap.dedent( From 92d4a971c71df4ab90c30924e7babbcc887e0966 Mon Sep 17 00:00:00 2001 From: Jungwhan Kim <53588015+jungwhank@users.noreply.github.com> Date: Sat, 29 May 2021 23:19:17 +0900 Subject: [PATCH 09/24] fix index feature Co-authored-by: Minho Ryu --- datasets/klue/klue.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/datasets/klue/klue.py b/datasets/klue/klue.py index 4b99ccf5130..cd9b518577c 100644 --- a/datasets/klue/klue.py +++ b/datasets/klue/klue.py @@ -301,7 +301,7 @@ class Klue(datasets.GeneratorBasedBuilder): name="dp", features={ "sentence": datasets.Value("string"), - "index": [datasets.Value("string")], + "index": [datasets.Value("int32")], "word_form": [datasets.Value("string")], "lemma": [datasets.Value("string")], "pos": [datasets.Value("string")], From 57bf1eb30467df8cc1722abcf2a953d24c456a12 Mon Sep 17 00:00:00 2001 From: Jungwhan Kim <53588015+jungwhank@users.noreply.github.com> Date: Sat, 29 May 2021 23:19:41 +0900 Subject: [PATCH 10/24] delete unnecessary features Co-authored-by: Minho Ryu --- datasets/klue/klue.py | 7 +------ 1 file changed, 1 insertion(+), 6 deletions(-) diff --git a/datasets/klue/klue.py b/datasets/klue/klue.py index cd9b518577c..63f38d7c609 100644 --- a/datasets/klue/klue.py +++ b/datasets/klue/klue.py @@ -170,12 +170,7 @@ class Klue(datasets.GeneratorBasedBuilder): "source": datasets.Value("string"), "premise": datasets.Value("string"), "hypothesis": datasets.Value("string"), - "gold_label": datasets.ClassLabel(names=["entailment", "contradiction", "neutral"]), - "author": datasets.ClassLabel(names=["entailment", "contradiction", "neutral"]), - "label2": datasets.ClassLabel(names=["entailment", "contradiction", "neutral"]), - "label3": datasets.ClassLabel(names=["entailment", "contradiction", "neutral"]), - "label4": datasets.ClassLabel(names=["entailment", "contradiction", "neutral"]), - "label5": datasets.ClassLabel(names=["entailment", "contradiction", "neutral"]), + "label": datasets.ClassLabel(names=["entailment", "contradiction", "neutral"]), }, description=textwrap.dedent( """\ From 317dc816ed50a85825d7c9924f9616c87c88a2c2 Mon Sep 17 00:00:00 2001 From: Jungwhan Kim <53588015+jungwhank@users.noreply.github.com> Date: Sat, 29 May 2021 23:20:00 +0900 Subject: [PATCH 11/24] delete unnecessary features Co-authored-by: Minho Ryu --- datasets/klue/klue.py | 5 ----- 1 file changed, 5 deletions(-) diff --git a/datasets/klue/klue.py b/datasets/klue/klue.py index 63f38d7c609..a79e9a2dc17 100644 --- a/datasets/klue/klue.py +++ b/datasets/klue/klue.py @@ -142,11 +142,6 @@ class Klue(datasets.GeneratorBasedBuilder): "real-label": datasets.Value("float64"), "binary-label": datasets.ClassLabel(names=["negative", "positive"]), }, - "annotations": { - "agreement": datasets.Value("string"), - "annotators": [datasets.Value("string")], - "annotations": [datasets.Value("int32")], - }, }, description=textwrap.dedent( """\ From 3e7c7999311c816eab4d2e5c362a7e48d30a837c Mon Sep 17 00:00:00 2001 From: jungwhank Date: Sat, 29 May 2021 23:33:05 +0900 Subject: [PATCH 12/24] fix ynat features --- datasets/klue/klue.py | 9 --------- 1 file changed, 9 deletions(-) diff --git a/datasets/klue/klue.py b/datasets/klue/klue.py index a79e9a2dc17..f15f1708730 100644 --- a/datasets/klue/klue.py +++ b/datasets/klue/klue.py @@ -98,16 +98,7 @@ class Klue(datasets.GeneratorBasedBuilder): features={ "guid": datasets.Value("string"), "title": datasets.Value("string"), - "predefined_news_category": datasets.features.ClassLabel(names=["IT과학", "경제", "사회", "생활문화", "세계", "스포츠", "정치"]), "label": datasets.features.ClassLabel(names=["IT과학", "경제", "사회", "생활문화", "세계", "스포츠", "정치"]), - "annotations": { - "annotators": [datasets.Value("string")], - "annotations": { - "first-scope": [datasets.Value("string")], - "second-scope": [datasets.Value("string")], - "third-scope": [datasets.Value("string")], - }, - }, "url": datasets.Value("string"), "date": datasets.Value("string"), }, From 20d1ac83001dee9cfae001e3badc5a89a3e413b1 Mon Sep 17 00:00:00 2001 From: jungwhank Date: Sun, 30 May 2021 01:35:20 +0900 Subject: [PATCH 13/24] fix generate examples --- datasets/klue/dummy/dp/1.0.0/dummy_data.zip | Bin 1865 -> 0 bytes datasets/klue/dummy/mrc/1.0.0/dummy_data.zip | Bin 54592 -> 0 bytes datasets/klue/dummy/ner/1.0.0/dummy_data.zip | Bin 1480 -> 0 bytes datasets/klue/dummy/nli/1.0.0/dummy_data.zip | Bin 3778 -> 0 bytes datasets/klue/dummy/re/1.0.0/dummy_data.zip | Bin 8277 -> 0 bytes datasets/klue/dummy/sts/1.0.0/dummy_data.zip | Bin 6513 -> 0 bytes datasets/klue/dummy/wos/1.0.0/dummy_data.zip | Bin 26385 -> 0 bytes datasets/klue/dummy/ynat/1.0.0/dummy_data.zip | Bin 5347 -> 0 bytes datasets/klue/klue.py | 12 +++++++++--- 9 files changed, 9 insertions(+), 3 deletions(-) delete mode 100644 datasets/klue/dummy/dp/1.0.0/dummy_data.zip delete mode 100644 datasets/klue/dummy/mrc/1.0.0/dummy_data.zip delete mode 100644 datasets/klue/dummy/ner/1.0.0/dummy_data.zip delete mode 100644 datasets/klue/dummy/nli/1.0.0/dummy_data.zip delete mode 100644 datasets/klue/dummy/re/1.0.0/dummy_data.zip delete mode 100644 datasets/klue/dummy/sts/1.0.0/dummy_data.zip delete mode 100644 datasets/klue/dummy/wos/1.0.0/dummy_data.zip delete mode 100644 datasets/klue/dummy/ynat/1.0.0/dummy_data.zip diff --git a/datasets/klue/dummy/dp/1.0.0/dummy_data.zip b/datasets/klue/dummy/dp/1.0.0/dummy_data.zip deleted file mode 100644 index b5c587b909496534ecc606ee1e9b87f40f509930..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1865 zcmWIWW@Zs#0D*qyJwadwl;8%^DW$o&mGLQwC5ie0I2FpGD$LF)P1Q{)&@D66D@iQU zORvJCRfCXLgkf+~IKVFDTQ>0*GZOBG&Znc(X2Q&)IxE(nd*C!fP3rU;xdW<7=UOEmIVir= ze{}C3`+3dQEham^&wD?ocz^NvpR>FY3(7?2^j+3icWaZmps~34<%vITPx|X$AwS=2 z>J=?@NsDI<5@%EXA9qWToOHkT=BtUyQ@I}A5x-wk_<5d9zt3HZ7WFXK^`dLMB>8%Z zEZMg`J>aaoygBcN=;H=`*}WB^_pAODz1|v@J@*h7c^WqnbXS*WZb(7sthIOu_drG>%j(vM(Oi-+r 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def _generate_examples(self, data_file, split): with open(data_file, encoding="UTF-8") as f: f = json.load(f) for id_, row in enumerate(f): - yield id_, row + features = {key: row[key] for key in row if key in self.config.features} + yield id_, features if self.config.name == "nli": with open(data_file, encoding="UTF-8") as f: f = json.load(f) for id_, row in enumerate(f): # In train file, "source" is written as "genre" - features = {key: row[key] for key in row.keys() if key not in ["genre", "source"]} - features.update({"source": row["source"] if "source" in row.keys() else row["genre"]}) + features = { + "guid": row["guid"], + "source": row["source"] if "source" in row else row["genre"], + "premise": row["premise"], + "hypothesis": row["hypothesis"], + "label": row["gold_label"] + } yield id_, features if self.config.name == "ner": From 8cb8439b91c7c3f6d363bb22b0dc8044ca686f45 Mon Sep 17 00:00:00 2001 From: jungwhank Date: Sun, 30 May 2021 11:59:25 +0900 Subject: [PATCH 14/24] update readme, info, dummy data --- datasets/klue/README.md | 67 +++++++----------- datasets/klue/dataset_infos.json | 2 +- datasets/klue/dummy/dp/1.0.0/dummy_data.zip | Bin 0 -> 2629 bytes datasets/klue/dummy/mrc/1.0.0/dummy_data.zip | Bin 0 -> 67033 bytes datasets/klue/dummy/ner/1.0.0/dummy_data.zip | Bin 0 -> 2019 bytes datasets/klue/dummy/nli/1.0.0/dummy_data.zip | Bin 0 -> 4781 bytes datasets/klue/dummy/re/1.0.0/dummy_data.zip | Bin 0 -> 10614 bytes datasets/klue/dummy/sts/1.0.0/dummy_data.zip | Bin 0 -> 8336 bytes datasets/klue/dummy/wos/1.0.0/dummy_data.zip | Bin 0 -> 33583 bytes datasets/klue/dummy/ynat/1.0.0/dummy_data.zip | Bin 0 -> 6874 bytes 10 files changed, 28 insertions(+), 41 deletions(-) create mode 100644 datasets/klue/dummy/dp/1.0.0/dummy_data.zip create mode 100644 datasets/klue/dummy/mrc/1.0.0/dummy_data.zip create mode 100644 datasets/klue/dummy/ner/1.0.0/dummy_data.zip create mode 100644 datasets/klue/dummy/nli/1.0.0/dummy_data.zip create mode 100644 datasets/klue/dummy/re/1.0.0/dummy_data.zip create mode 100644 datasets/klue/dummy/sts/1.0.0/dummy_data.zip create mode 100644 datasets/klue/dummy/wos/1.0.0/dummy_data.zip create mode 100644 datasets/klue/dummy/ynat/1.0.0/dummy_data.zip diff --git a/datasets/klue/README.md b/datasets/klue/README.md index bea60bfad28..5b3aa6f658c 100644 --- a/datasets/klue/README.md +++ b/datasets/klue/README.md @@ -103,14 +103,9 @@ Topic Classification, Semantic Textual Similarity, Natural Language Inference, N An example of 'train' looks as follows. ``` -{'annotations': {'annotations': {'first-scope': ['생활문화', '생활문화', 'IT과학'], - 'second-scope': ['IT과학', '해당없음', '해당없음'], - 'third-scope': ['해당없음', '해당없음', '해당없음']}, - 'annotators': ['08', '13', '07']}, - 'date': '2016.06.30. 오전 10:36', +{'date': '2016.06.30. 오전 10:36', 'guid': 'ynat-v1_train_00000', 'label': 3, - 'predefined_news_category': 'IT과학', 'title': '유튜브 내달 2일까지 크리에이터 지원 공간 운영', 'url': 'https://news.naver.com/main/read.nhn?mode=LS2D&mid=shm&sid1=105&sid2=227&oid=001&aid=0008508947'} ``` @@ -119,11 +114,8 @@ An example of 'train' looks as follows. An example of 'train' looks as follows. ``` -{'annotations': {'agreement': '0:0:0:2:5:0', - 'annotations': [3, 4, 4, 4, 3, 4, 4], - 'annotators': ['07', '13', '15', '10', '12', '02', '19']}, - 'guid': 'klue-sts-v1_train_00000', - 'labels': {'binary-label': 1, 'label': 3.7, 'real-label': 3.714285714285714}, +{'guid': 'klue-sts-v1_train_00000', + 'labels': {'label': 3.7, 'real-label': 3.714285714285714, 'binary-label': 1}, 'sentence1': '숙소 위치는 찾기 쉽고 일반적인 한국의 반지하 숙소입니다.', 'sentence2': '숙박시설의 위치는 쉽게 찾을 수 있고 한국의 대표적인 반지하 숙박시설입니다.', 'source': 'airbnb-rtt'} @@ -133,14 +125,9 @@ An example of 'train' looks as follows. An example of 'train' looks as follows. ``` -{'author': 0, - 'gold_label': 0, - 'guid': 'klue-nli-v1_train_00000', +{'guid': 'klue-nli-v1_train_00000', 'hypothesis': '힛걸 진심 최고로 멋지다.', - 'label2': 0, - 'label3': 0, - 'label4': 0, - 'label5': 0, + 'label': 0, 'premise': '힛걸 진심 최고다 그 어떤 히어로보다 멋지다', 'source': 'NSMC'} ``` @@ -160,16 +147,16 @@ An example of 'train' looks as follows. ``` {'guid': 'klue-re-v1_train_00000', 'label': 0, - 'object_entity': {'end_idx': 18, + 'object_entity': {'word': '조지 해리슨', 'start_idx': 13, - 'type': 'PER', - 'word': '조지 해리슨'}, + 'end_idx': 18, + 'type': 'PER'}, 'sentence': '〈Something〉는 조지 해리슨이 쓰고 비틀즈가 1969년 앨범 《Abbey Road》에 담은 노래다.', 'source': 'wikipedia', - 'subject_entity': {'end_idx': 26, + 'subject_entity': {'word': '비틀즈', 'start_idx': 24, - 'type': 'ORG', - 'word': '비틀즈'}} + 'end_idx': 26, + 'type': 'ORG'}} ``` #### dp @@ -177,8 +164,8 @@ An example of 'train' looks as follows. ``` {'deprel': ['NP', 'NP_OBJ', 'VP', 'NP', 'NP_SBJ', 'NP', 'NP_MOD', 'NP_CNJ', 'NP_CNJ', 'NP', 'NP', 'NP_OBJ', 'AP', 'VP'], - 'head': ['2', '3', '14', '5', '14', '7', '10', '10', '10', '11', '12', '14', '14', '0'], - 'index': ['1', '2', '3', '4', '5', '6', '7', '8', '9', '10', '11', '12', '13', '14'], + 'head': [2, 3, 14, 5, 14, 7, 10, 10, 10, 11, 12, 14, 14, 0], + 'index': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14], 'lemma': ['해당', '그림 을', '보 면', '디즈니', '공주 들 이', '브리트니', '스피어스 의', '앨범 이나', '뮤직 비디오 ,', '화보', '속', '모습 을', '똑같이', '재연 하 였 다 .'], 'pos': ['NNG', 'NNG+JKO', 'VV+EC', 'NNP', 'NNG+XSN+JKS', 'NNP', 'NNP+JKG', 'NNG+JC', 'NNG+NNG+SP', 'NNG', 'NNG', 'NNG+JKO', 'MAG', 'NNG+XSA+EP+EF+SF'], 'sentence': '해당 그림을 보면 디즈니 공주들이 브리트니 스피어스의 앨범이나 뮤직비디오, 화보 속 모습을 똑같이 재연했다.', @@ -206,23 +193,23 @@ An example of 'train' looks as follows. ``` {'dialogue': [{'role': 'user', - 'state': ['관광-종류-쇼핑', '관광-지역-서울 서쪽'], - 'text': '쇼핑을 하려는데 서울 서쪽에 있을까요?'}, + 'text': '쇼핑을 하려는데 서울 서쪽에 있을까요?', + 'state': ['관광-종류-쇼핑', '관광-지역-서울 서쪽']}, {'role': 'sys', - 'state': [], - 'text': '서울 서쪽에 쇼핑이 가능한 곳이라면 노량진 수산물 도매시장이 있습니다.'}, + 'text': '서울 서쪽에 쇼핑이 가능한 곳이라면 노량진 수산물 도매시장이 있습니다.', + 'state': []}, {'role': 'user', - 'state': ['관광-종류-쇼핑', '관광-지역-서울 서쪽', '관광-이름-노량진 수산물 도매시장'], - 'text': '오 네 거기 주소 좀 알려주세요.'}, - {'role': 'sys', 'state': [], 'text': '노량진 수산물 도매시장의 주소는 서울 동작구 93806입니다.'}, + 'text': '오 네 거기 주소 좀 알려주세요.', + 'state': ['관광-종류-쇼핑', '관광-지역-서울 서쪽', '관광-이름-노량진 수산물 도매시장']}, + {'role': 'sys', 'text': '노량진 수산물 도매시장의 주소는 서울 동작구 93806입니다.', 'state': []}, {'role': 'user', - 'state': ['관광-종류-쇼핑', '관광-지역-서울 서쪽', '관광-이름-노량진 수산물 도매시장'], - 'text': '알려주시는김에 연락처랑 평점도 좀 알려주세요.'}, - {'role': 'sys', 'state': [], 'text': '그럼. 연락처는 6182006591이고 평점은 4점입니다.'}, + 'text': '알려주시는김에 연락처랑 평점도 좀 알려주세요.', + 'state': ['관광-종류-쇼핑', '관광-지역-서울 서쪽', '관광-이름-노량진 수산물 도매시장']}, + {'role': 'sys', 'text': '그럼. 연락처는 6182006591이고 평점은 4점입니다.', 'state': []}, {'role': 'user', - 'state': ['관광-종류-쇼핑', '관광-지역-서울 서쪽', '관광-이름-노량진 수산물 도매시장'], - 'text': '와 감사합니다.'}, - {'role': 'sys', 'state': [], 'text': '감사합니다.'}], + 'text': '와 감사합니다.', + 'state': ['관광-종류-쇼핑', '관광-지역-서울 서쪽', '관광-이름-노량진 수산물 도매시장']}, + {'role': 'sys', 'text': '감사합니다.', 'state': []}], 'domains': ['관광'], 'guid': 'wos-v1_train_00001'} ``` @@ -326,4 +313,4 @@ You can see data description in [here](https://klue-benchmark.com/tasks/73/overv ``` ### Contributions -Thanks to [@jungwhank](https://github.com/jungwhank) for adding this dataset. \ No newline at end of file +Thanks to [@jungwhank](https://github.com/jungwhank), [@bzantium](https://github.com/bzantium) for adding this dataset. \ No newline at end of file diff --git a/datasets/klue/dataset_infos.json b/datasets/klue/dataset_infos.json index 6ed4310d164..e101ea304fa 100644 --- a/datasets/klue/dataset_infos.json +++ b/datasets/klue/dataset_infos.json @@ -1 +1 @@ -{"ynat": {"description": "KLUE (Korean Language Understanding Evaluation)\nKorean Language Understanding Evaluation (KLUE) benchmark is a series of datasets to evaluate natural language \nunderstanding capability of Korean language models. KLUE consists of 8 diverse and representative tasks, which are accessible\nto anyone without any restrictions. With ethical considerations in mind, we deliberately design annotation guidelines to obtain\nunambiguous annotations for all datasets. 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17 00:00:00 2001 From: jungwhank Date: Sun, 30 May 2021 23:37:26 +0900 Subject: [PATCH 15/24] make style --- datasets/klue/klue.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/datasets/klue/klue.py b/datasets/klue/klue.py index c6387a8c314..ce48112a473 100644 --- a/datasets/klue/klue.py +++ b/datasets/klue/klue.py @@ -418,7 +418,7 @@ def _generate_examples(self, data_file, split): "source": row["source"] if "source" in row else row["genre"], "premise": row["premise"], "hypothesis": row["hypothesis"], - "label": row["gold_label"] + "label": row["gold_label"], } yield id_, features From f8cca1f0473f492952757ce80251007cc399a447 Mon Sep 17 00:00:00 2001 From: Jungwhan Kim <53588015+jungwhank@users.noreply.github.com> Date: Mon, 31 May 2021 19:31:53 +0900 Subject: [PATCH 16/24] fix mrc Co-authored-by: Minho Ryu --- datasets/klue/klue.py | 7 ++----- 1 file changed, 2 insertions(+), 5 deletions(-) diff --git a/datasets/klue/klue.py b/datasets/klue/klue.py index ce48112a473..6168ca9bd93 100644 --- a/datasets/klue/klue.py +++ b/datasets/klue/klue.py @@ -492,13 +492,10 @@ def _generate_examples(self, data_file, split): is_impossible = qa["is_impossible"] question = qa["question"].strip() + if "plausible_answers" in qa: + qa["answers"].extend(qa["plausible_answers"]) answer_starts = [answer["answer_start"] for answer in qa["answers"]] answers = [answer["text"].strip() for answer in qa["answers"]] - p_answer_starts, p_answers = [], [] # when answer exists - - if "plausible_answers" in qa: - p_answer_starts = [answer["answer_start"] for answer in qa["plausible_answers"]] - p_answers = [answer["text"].strip() for answer in qa["plausible_answers"]] yield id_, { "title": title, From 599b440eb551e85c8925212ddb61432087b2f63c Mon Sep 17 00:00:00 2001 From: Jungwhan Kim <53588015+jungwhank@users.noreply.github.com> Date: Mon, 31 May 2021 19:32:22 +0900 Subject: [PATCH 17/24] fix mrc yield Co-authored-by: Minho Ryu --- datasets/klue/klue.py | 4 ---- 1 file changed, 4 deletions(-) diff --git a/datasets/klue/klue.py b/datasets/klue/klue.py index 6168ca9bd93..d1949369d9a 100644 --- a/datasets/klue/klue.py +++ b/datasets/klue/klue.py @@ -510,10 +510,6 @@ def _generate_examples(self, data_file, split): "answer_start": answer_starts, "text": answers, }, - "plausible_answers": { - "answer_start": p_answer_starts, - "text": p_answers, - }, } if self.config.name == "wos": From 143e4f2e4641bf6f4132157f564eb4e22be3eecd Mon Sep 17 00:00:00 2001 From: jungwhank Date: Mon, 31 May 2021 20:21:39 +0900 Subject: [PATCH 18/24] fix mrc unique id --- datasets/klue/klue.py | 12 +++--------- 1 file changed, 3 insertions(+), 9 deletions(-) diff --git a/datasets/klue/klue.py b/datasets/klue/klue.py index d1949369d9a..9bb1a1bad68 100644 --- a/datasets/klue/klue.py +++ b/datasets/klue/klue.py @@ -316,15 +316,9 @@ class Klue(datasets.GeneratorBasedBuilder): "question": datasets.Value("string"), "answers": datasets.features.Sequence( { - "text": datasets.Value("string"), "answer_start": datasets.Value("int32"), - }, - ), - "plausible_answers": datasets.features.Sequence( - { "text": datasets.Value("string"), - "answer_start": datasets.Value("int32"), - } + }, ), }, description=textwrap.dedent( @@ -484,7 +478,7 @@ def _generate_examples(self, data_file, split): title = example.get("title", "") news_category = example.get("news_category", "") source = example["source"] - for id_, paragraph in enumerate(example["paragraphs"]): + for paragraph in example["paragraphs"]: context = paragraph["context"].strip() for qa in paragraph["qas"]: guid = qa["guid"] @@ -497,7 +491,7 @@ def _generate_examples(self, data_file, split): answer_starts = [answer["answer_start"] for answer in qa["answers"]] answers = [answer["text"].strip() for answer in qa["answers"]] - yield id_, { + yield guid, { "title": title, "context": context, "news_category": news_category, From 1be7a36a9cdfb1e11e333d0f2e8c781ffbf7234d Mon Sep 17 00:00:00 2001 From: jungwhank Date: Mon, 31 May 2021 20:22:14 +0900 Subject: [PATCH 19/24] update readme and fix dummy data & infos --- datasets/klue/README.md | 1 - datasets/klue/dataset_infos.json | 2 +- datasets/klue/dummy/dp/1.0.0/dummy_data.zip | Bin 2629 -> 4011 bytes datasets/klue/dummy/mrc/1.0.0/dummy_data.zip | Bin 67033 -> 209050 bytes datasets/klue/dummy/ner/1.0.0/dummy_data.zip | Bin 2019 -> 1950 bytes datasets/klue/dummy/nli/1.0.0/dummy_data.zip | Bin 4781 -> 10429 bytes datasets/klue/dummy/re/1.0.0/dummy_data.zip | Bin 10614 -> 26385 bytes datasets/klue/dummy/sts/1.0.0/dummy_data.zip | Bin 8336 -> 19987 bytes datasets/klue/dummy/wos/1.0.0/dummy_data.zip | Bin 33583 -> 88983 bytes datasets/klue/dummy/ynat/1.0.0/dummy_data.zip | Bin 6874 -> 15746 bytes 10 files changed, 1 insertion(+), 2 deletions(-) diff --git a/datasets/klue/README.md b/datasets/klue/README.md index 5b3aa6f658c..dc71ee6d09c 100644 --- a/datasets/klue/README.md +++ b/datasets/klue/README.md @@ -181,7 +181,6 @@ An example of 'train' looks as follows. 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Futhermore, we build an evaluation system and carefully choose evaluations metrics\nfor every task, thus establishing fair comparison across Korean language models.\n", "citation": "@misc{park2021klue,\n title={KLUE: Korean Language Understanding Evaluation},\n author={Sungjoon Park and Jihyung Moon and Sungdong Kim and Won Ik Cho and Jiyoon Han and Jangwon Park and Chisung Song and Junseong Kim and Yongsook Song and Taehwan Oh and Joohong Lee and Juhyun Oh and Sungwon Lyu and Younghoon Jeong and Inkwon Lee and Sangwoo Seo and Dongjun Lee and Hyunwoo Kim and Myeonghwa Lee and Seongbo Jang and Seungwon Do and Sunkyoung Kim and Kyungtae Lim and Jongwon Lee and Kyumin Park and Jamin Shin and Seonghyun Kim and Lucy Park and Alice Oh and Jungwoo Ha and Kyunghyun Cho},\n year={2021},\n eprint={2105.09680},\n archivePrefix={arXiv},\n primaryClass={cs.CL}\n}\n", "homepage": "https://klue-benchmark.com/tasks/73/overview/description", "license": "CC-BY-SA-4.0", "features": {"guid": {"dtype": 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zL`-;;9AuftuF_l9s#0V;2|7w6db!03-&DuN16XWlUFhR^(O!X7_(G%Klfi>9G7)9C zIxlY;z#sNDQWIxB7oW!;PI_htZnh7p4S<*9BdXtO=Gu6NtYvhB6*@TBF z{3QTviuQ${@W@@b|GoM9n84^Gcaf*N(;rVp-K7DbALx$9ls)?4WMt~SK{0+%qNH=c zipe~8ZZj(29NtKu0~7CU#Z9m00btV=yS`G?9=Z3MLT+Ztz5*Lq=rY=>3*B|BCv_|!){O)iZ0?MH<2NACI$ zmNA{~!|r_cM|da2y0Bje!qiGU(P}gVj`N04ja6Du?T-a6sbEMgh*Ue^@9`3vWbH(| z!kB*k?49V(>HBoLyq~)&vbkJ8%55s@NK~s&B2gtV7I*!oGDY<%Kt|j>I&~}pqcpsI zDLEe?L>%J7Nz24soL4KOv1L^@+wj)7iM^I;~8#x?Bq_< zdUDRu;c-OXxo6CU0p^oK2IQsJPa%@@Xw8mU)t+eU;<9Wew+Wn*7$SaZ^p*& z@f+~vuk`PL|HtO|bDrOfj^E=q9>ZVhpY!}-d;E>>UmG8PW6bx@`H%Si*#`OJgZ=Ak zgFpCtf9co%f4_gn|4)|)|6J*xHSr&nAQ=Bmr9TuhL>?aDHx`6n&l3y)Fi7~@+y4Nm C8bNgc From 0bd84518136775119e644d956238996b5f3d83af Mon Sep 17 00:00:00 2001 From: Jungwhan Kim <53588015+jungwhank@users.noreply.github.com> Date: Mon, 31 May 2021 22:27:04 +0900 Subject: [PATCH 20/24] fix guid to id_ Co-authored-by: Minho Ryu --- datasets/klue/klue.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/datasets/klue/klue.py b/datasets/klue/klue.py index 9bb1a1bad68..348564f9ac1 100644 --- a/datasets/klue/klue.py +++ b/datasets/klue/klue.py @@ -474,6 +474,7 @@ def _generate_examples(self, data_file, split): if self.config.name == "mrc": with open(data_file, encoding="UTF-8") as f: f = json.load(f) + id_ = -1 for example in f["data"]: title = example.get("title", "") news_category = example.get("news_category", "") @@ -490,13 +491,14 @@ def _generate_examples(self, data_file, split): qa["answers"].extend(qa["plausible_answers"]) answer_starts = [answer["answer_start"] for answer in qa["answers"]] answers = [answer["text"].strip() for answer in qa["answers"]] + id_ += 1 - yield guid, { + yield id_, { + "guid": guid, "title": title, "context": context, "news_category": news_category, "source": source, - "guid": guid, "question_type": question_type, "is_impossible": is_impossible, "question": question, From 9b5718650ca63243be5b0b423ace56b99405f4d0 Mon Sep 17 00:00:00 2001 From: Jungwhan Kim <53588015+jungwhank@users.noreply.github.com> Date: Fri, 4 Jun 2021 21:50:28 +0900 Subject: [PATCH 21/24] update dp Co-authored-by: Quentin Lhoest <42851186+lhoestq@users.noreply.github.com> --- datasets/klue/klue.py | 11 +++++++++++ 1 file changed, 11 insertions(+) diff --git a/datasets/klue/klue.py b/datasets/klue/klue.py index 348564f9ac1..882fd5ff1e0 100644 --- a/datasets/klue/klue.py +++ b/datasets/klue/klue.py @@ -470,6 +470,17 @@ def _generate_examples(self, data_file, split): "head": head, "deprel": deprel, } + if index: # last example + assert len(index) == len(word_form) == len(lemma) == len(pos) == len(head) == len(deprel) + yield id_, { + "sentence": sentence, + "index": index, + "word_form": word_form, + "lemma": lemma, + "pos": pos, + "head": head, + "deprel": deprel, + } if self.config.name == "mrc": with open(data_file, encoding="UTF-8") as f: From e227245e2c1e491776aa12f48c8ad5a8dd7ca5be Mon Sep 17 00:00:00 2001 From: jungwhank Date: Fri, 4 Jun 2021 22:54:48 +0900 Subject: [PATCH 22/24] update script, readme and dummy dataset --- datasets/klue/README.md | 150 ++++++++++++++++-- datasets/klue/dataset_infos.json | 2 +- datasets/klue/dummy/dp/1.0.0/dummy_data.zip | Bin 4011 -> 4011 bytes datasets/klue/dummy/mrc/1.0.0/dummy_data.zip | Bin 209050 -> 209050 bytes datasets/klue/dummy/ner/1.0.0/dummy_data.zip | Bin 1950 -> 1950 bytes datasets/klue/dummy/nli/1.0.0/dummy_data.zip | Bin 10429 -> 10429 bytes datasets/klue/dummy/re/1.0.0/dummy_data.zip | Bin 26385 -> 26385 bytes datasets/klue/dummy/sts/1.0.0/dummy_data.zip | Bin 19987 -> 19987 bytes datasets/klue/dummy/wos/1.0.0/dummy_data.zip | Bin 88983 -> 88983 bytes datasets/klue/dummy/ynat/1.0.0/dummy_data.zip | Bin 15746 -> 15746 bytes datasets/klue/klue.py | 27 +--- 11 files changed, 147 insertions(+), 32 deletions(-) diff --git a/datasets/klue/README.md b/datasets/klue/README.md index dc71ee6d09c..7460d4812e6 100644 --- a/datasets/klue/README.md +++ b/datasets/klue/README.md @@ -80,7 +80,7 @@ paperswithcode_id: klue - **Homepage:** https://klue-benchmark.com/ - **Repository:** https://github.com/KLUE-benchmark/KLUE - **Paper:** [KLUE: Korean Language Understanding Evaluation](https://arxiv.org/abs/2105.09680) -- **Leaderboard:** [Leaderboard](https://klue-benchmark.com/) +- **Leaderboard:** [Leaderboard](https://klue-benchmark.com/leaderboard) - **Point of Contact:** https://github.com/KLUE-benchmark/KLUE/issues ### Dataset Summary @@ -136,8 +136,8 @@ An example of 'train' looks as follows. An example of 'train' looks as follows. ``` -{'char': ['특', '히', ' ', '영', '동', '고', '속', '도', '로', ' ', '강', '릉', ' ', '방', '향', ' ', '문', '막', '휴', '게', '소', '에', '서', ' ', '만', '종', '분', '기', '점', '까', '지', ' ', '5', '㎞', ' ', '구', '간', '에', '는', ' ', '승', '용', '차', ' ', '전', '용', ' ', '임', '시', ' ', '갓', '길', '차', '로', '제', '를', ' ', '운', '영', '하', '기', '로', ' ', '했', '다', '.'], - 'ne_tag': [12, 12, 12, 2, 3, 3, 3, 3, 3, 12, 2, 3, 12, 12, 12, 12, 2, 3, 3, 3, 3, 12, 12, 12, 2, 3, 3, 3, 3, 12, 12, 12, 8, 9, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12], +{'tokens': ['특', '히', ' ', '영', '동', '고', '속', '도', '로', ' ', '강', '릉', ' ', '방', '향', ' ', '문', '막', '휴', '게', '소', '에', '서', ' ', '만', '종', '분', '기', '점', '까', '지', ' ', '5', '㎞', ' ', '구', '간', '에', '는', ' ', '승', '용', '차', ' ', '전', '용', ' ', '임', '시', ' ', '갓', '길', '차', '로', '제', '를', ' ', '운', '영', '하', '기', '로', ' ', '했', '다', '.'], + 'ner_tags': [12, 12, 12, 2, 3, 3, 3, 3, 3, 12, 2, 3, 12, 12, 12, 12, 2, 3, 3, 3, 3, 12, 12, 12, 2, 3, 3, 3, 3, 12, 12, 12, 8, 9, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12], 'sentence': '특히 <영동고속도로:LC> <강릉:LC> 방향 <문막휴게소:LC>에서 <만종분기점:LC>까지 <5㎞:QT> 구간에는 승용차 전용 임시 갓길차로제를 운영하기로 했다.'} ``` @@ -215,33 +215,159 @@ An example of 'train' looks as follows. ### Data Fields -You can see data fields in [here](https://github.com/KLUE-benchmark/KLUE/wiki). +#### ynat + ++ `guid`: a `string` feature ++ `title`: a `string` feature ++ `label`: a classification label, with possible values `IT과학`(0), `경제`(1), `사회`(2), `생활문화`(3), `세계`(4), `스포츠`(5), `정치`(6) ++ `url`: a `string` feature ++ `date`: a `string` feature + +#### sts + ++ `guid`: a `string` feature ++ `source`: a `string` feature ++ `sentence1`: a `string` feature ++ `sentence2`: a `string` feature ++ `labels`: a dictionary feature containing + + `label`: a `float64` feature + + `real-label`: a `float64` feature + + `binary-label`: a classification label, with possible values `negative`(0), `positive`(1) + +#### nli + ++ `guid`: a `string` feature ++ `source`: a `string` feature ++ `premise`: a `string` feature ++ `hypothesis`: a `string` feature ++ `label`: a classification label, with possible values `entailment`(0), `neutral`(1), `contradiction`(2) + +#### ner + ++ `sentence`: a `string` feature ++ `tokens`: a list of a `string` feature (tokenization is at character level) ++ `ner_tags`: a list of classification labels, with possible values including `B-DT`(0), `I-DT`(1), + `B-LC`(2), `I-LC`(3), `B-OG`(4), `I-OG`(5), `B-PS`(6), `I-PS`(7), `B-QT`(8), `I-QT`(9), `B-TI`(10), + `I-TI`(11), `O`(12) + +#### re + ++ `guid`: a `string` feature ++ `sentence`: a `string` feature ++ `subject_entity`: a dictionary feature containing + + `word`: a `string` feature + + `start_idx`: a `int32` feature + + `end_idx`: a `int32` feature + + `type`: a `string` feature ++ `object_entity`: a dictionary feature containing + + `word`: a `string` feature + + `start_idx`: a `int32` feature + + `end_idx`: a `int32` feature + + `type`: a `string` feature ++ `label`: a list of labels, with possible values including `no_relation`(0), `org:dissolved`(1), + `org:founded`(2), `org:place_of_headquarters`(3), `org:alternate_names`(4), `org:member_of`(5), + `org:members`(6), `org:political/religious_affiliation`(7), `org:product`(8), `org:founded_by`(9),`org:top_members/employees`(10), + `org:number_of_employees/members`(11), `per:date_of_birth`(12), `per:date_of_death`(13), `per:place_of_birth`(14), + `per:place_of_death`(15), `per:place_of_residence`(16), `per:origin`(17), `per:employee_of`(18), + `per:schools_attended`(19), `per:alternate_names`(20), `per:parents`(21), `per:children`(22), + `per:siblings`(23), `per:spouse`(24), `per:other_family`(25), `per:colleagues`(26), `per:product`(27), + `per:religion`(28), `per:title`(29), ++ `source`: a `string` feature + +#### dp + ++ `sentence`: a `string` feature ++ `index`: a list of `int32` feature ++ `word_form`: a list of `string` feature ++ `lemma`: a list of `string` feature ++ `pos`: a list of `string` feature ++ `head`: a list of `int32` feature ++ `deprel`: a list of `string` feature + + +#### mrc + ++ `title`: a `string` feature ++ `context`: a `string` feature ++ `news_category`: a `string` feature ++ `source`: a `string` feature ++ `guid`: a `string` feature ++ `is_impossible`: a `bool` feature ++ `question_type`: a `int32` feature ++ `question`: a `string` feature ++ `answers`: a dictionary feature containing + + `answer_start`: a `int32` feature + + `text`: a `string` feature + + +#### wos + ++ `guid`: a `string` feature ++ `domains`: a `string` feature ++ `dialogue`: a list of dictionary feature containing + + `role`: a `string` feature + + `text`: a `string` feature + + `state`: a `string` feature + ### Data Splits #### ynat -You can see data description in [here](https://klue-benchmark.com/tasks/66/data/description). + +You can see more details in [here](https://klue-benchmark.com/tasks/66/data/description). + ++ train: 45,678 ++ validation: 9,107 + #### sts -You can see data description in [here](https://klue-benchmark.com/tasks/67/data/description). + +You can see more details in [here](https://klue-benchmark.com/tasks/67/data/description). + ++ train: 11,668 ++ validation: 519 #### nli -You can see data description in [here](https://klue-benchmark.com/tasks/68/data/description). + +You can see more details in [here](https://klue-benchmark.com/tasks/68/data/description). + ++ train: 24,998 ++ validation: 3,000 #### ner -You can see data description in [here](https://klue-benchmark.com/tasks/69/overview/description). + +You can see more details in [here](https://klue-benchmark.com/tasks/69/overview/description). + ++ train: 21,008 ++ validation: 5,000 #### re -You can see data description in [here](https://klue-benchmark.com/tasks/70/overview/description). + +You can see more details in [here](https://klue-benchmark.com/tasks/70/overview/description). + ++ train: 32,470 ++ validation: 7,765 #### dp -You can see data description in [here](https://klue-benchmark.com/tasks/71/data/description). + +You can see more details in [here](https://klue-benchmark.com/tasks/71/data/description). + ++ train: 10,000 ++ validation: 2,000 #### mrc -You can see data description in [here](https://klue-benchmark.com/tasks/72/overview/description). + +You can see more details in [here](https://klue-benchmark.com/tasks/72/overview/description). + ++ train: 17,554 ++ validation: 5,841 #### wos -You can see data description in [here](https://klue-benchmark.com/tasks/73/overview/description). + +You can see more details in [here](https://klue-benchmark.com/tasks/73/overview/description). + ++ train: 8,000 ++ validation: 1,000 ## Dataset Creation diff --git a/datasets/klue/dataset_infos.json b/datasets/klue/dataset_infos.json index e23f1e17f15..76645d69cd7 100644 --- a/datasets/klue/dataset_infos.json +++ b/datasets/klue/dataset_infos.json @@ -1 +1 @@ -{"ynat": {"description": "KLUE (Korean Language Understanding Evaluation)\nKorean Language Understanding Evaluation (KLUE) benchmark is a series of datasets to evaluate natural language\nunderstanding capability of Korean language models. KLUE consists of 8 diverse and representative tasks, which are accessible\nto anyone without any restrictions. With ethical considerations in mind, we deliberately design annotation guidelines to obtain\nunambiguous annotations for all datasets. 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Futhermore, we build an evaluation system and carefully choose evaluations metrics\nfor every task, thus establishing fair comparison across Korean language models.\n", "citation": "@misc{park2021klue,\n title={KLUE: Korean Language Understanding Evaluation},\n author={Sungjoon Park and Jihyung Moon and Sungdong Kim and Won Ik Cho and Jiyoon Han and Jangwon Park and Chisung Song and Junseong Kim and Yongsook Song and Taehwan Oh and Joohong Lee and Juhyun Oh and Sungwon Lyu and Younghoon Jeong and Inkwon Lee and Sangwoo Seo and Dongjun Lee and Hyunwoo Kim and Myeonghwa Lee and Seongbo Jang and Seungwon Do and Sunkyoung Kim and Kyungtae Lim and Jongwon Lee and Kyumin Park and Jamin Shin and Seonghyun Kim and Lucy Park and Alice Oh and Jungwoo Ha and Kyunghyun Cho},\n year={2021},\n eprint={2105.09680},\n archivePrefix={arXiv},\n primaryClass={cs.CL}\n}\n", "homepage": "https://klue-benchmark.com/tasks/72/overview/description", "license": "CC-BY-SA-4.0", "features": {"title": {"dtype": "string", "id": null, "_type": "Value"}, "context": {"dtype": "string", "id": null, "_type": "Value"}, "news_category": {"dtype": "string", "id": null, "_type": "Value"}, "source": {"dtype": "string", "id": null, "_type": "Value"}, "guid": {"dtype": "string", "id": null, "_type": "Value"}, "is_impossible": {"dtype": "bool", "id": null, "_type": "Value"}, "question_type": {"dtype": "int32", "id": null, "_type": "Value"}, "question": {"dtype": "string", "id": null, "_type": "Value"}, "answers": {"feature": {"answer_start": {"dtype": "int32", "id": null, "_type": "Value"}, "text": {"dtype": "string", "id": null, "_type": "Value"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "task_templates": null, "builder_name": "klue", "config_name": "mrc", "version": {"version_str": "1.0.0", "description": "", "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 46505665, "num_examples": 17554, "dataset_name": "klue"}, "validation": {"name": "validation", "num_bytes": 15583053, "num_examples": 5841, "dataset_name": "klue"}}, "download_checksums": {"http://klue-benchmark.com.s3.amazonaws.com/app/Competitions/000072/data/klue-mrc-v1.tar.gz": {"num_bytes": 19218422, "checksum": "a444af252901452380d58a6320908ce4a86759bb6f38ad95d0ca98584ad33d14"}}, "download_size": 19218422, "post_processing_size": null, "dataset_size": 62088718, "size_in_bytes": 81307140}, "wos": {"description": "KLUE (Korean Language Understanding Evaluation)\nKorean Language Understanding Evaluation (KLUE) benchmark is a series of datasets to evaluate natural language\nunderstanding capability of Korean language models. KLUE consists of 8 diverse and representative tasks, which are accessible\nto anyone without any restrictions. With ethical considerations in mind, we deliberately design annotation guidelines to obtain\nunambiguous annotations for all datasets. Futhermore, we build an evaluation system and carefully choose evaluations metrics\nfor every task, thus establishing fair comparison across Korean language models.\n", "citation": "@misc{park2021klue,\n title={KLUE: Korean Language Understanding Evaluation},\n author={Sungjoon Park and Jihyung Moon and Sungdong Kim and Won Ik Cho and Jiyoon Han and Jangwon Park and Chisung Song and Junseong Kim and Yongsook Song and Taehwan Oh and Joohong Lee and Juhyun Oh and Sungwon Lyu and Younghoon Jeong and Inkwon Lee and Sangwoo Seo and Dongjun Lee and Hyunwoo Kim and Myeonghwa Lee and Seongbo Jang and Seungwon Do and Sunkyoung Kim and Kyungtae Lim and Jongwon Lee and Kyumin Park and Jamin Shin and Seonghyun Kim and Lucy Park and Alice Oh and Jungwoo Ha and Kyunghyun Cho},\n year={2021},\n eprint={2105.09680},\n archivePrefix={arXiv},\n primaryClass={cs.CL}\n}\n", "homepage": "https://klue-benchmark.com/tasks/73/overview/description", "license": "CC-BY-SA-4.0", "features": {"guid": {"dtype": 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"dataset_size": 30165945, "size_in_bytes": 34951602}} \ No newline at end of file diff --git a/datasets/klue/klue.py b/datasets/klue/klue.py index 6d38f95eb0c..37ac41606f0 100644 --- a/datasets/klue/klue.py +++ b/datasets/klue/klue.py @@ -177,7 +177,7 @@ class Klue(datasets.GeneratorBasedBuilder): features={ "sentence": datasets.Value("string"), "tokens": datasets.Sequence(datasets.Value("string")), - "ner_tags": [ + "ner_tags": datasets.Sequence( datasets.ClassLabel( names=[ "B-DT", @@ -195,7 +195,7 @@ class Klue(datasets.GeneratorBasedBuilder): "O", ] ) - ], + ), }, description=textwrap.dedent( """\ From 10ee1dfa15d135f50d5bab04986f39dfffa94a6d Mon Sep 17 00:00:00 2001 From: jungwhank Date: Fri, 4 Jun 2021 23:57:31 +0900 Subject: [PATCH 24/24] fix dummy dataset smaller --- datasets/klue/dummy/dp/1.0.0/dummy_data.zip | Bin 4011 -> 2085 bytes datasets/klue/dummy/mrc/1.0.0/dummy_data.zip | Bin 209050 -> 3306 bytes datasets/klue/dummy/ner/1.0.0/dummy_data.zip | Bin 1950 -> 1950 bytes datasets/klue/dummy/nli/1.0.0/dummy_data.zip | Bin 10429 -> 1767 bytes datasets/klue/dummy/re/1.0.0/dummy_data.zip | Bin 26385 -> 2982 bytes datasets/klue/dummy/sts/1.0.0/dummy_data.zip | Bin 19987 -> 2790 bytes datasets/klue/dummy/wos/1.0.0/dummy_data.zip | Bin 88983 -> 6578 bytes datasets/klue/dummy/ynat/1.0.0/dummy_data.zip | Bin 15746 -> 2400 bytes 8 files changed, 0 insertions(+), 0 deletions(-) diff --git a/datasets/klue/dummy/dp/1.0.0/dummy_data.zip b/datasets/klue/dummy/dp/1.0.0/dummy_data.zip index c5bf6be2723785232721e204de395e3c0b1a3b95..081fbf0ae6f936be331bc3b59e6db762c417f17f 100644 GIT binary patch delta 1483 zcmV;+1vL7rAEgisP)h>@6aWAK0002LkqjpS0KbtnIRXH`k#Iy20Kddigd=fhi~;}v zl>`6)Jdb0EtTUUjrE}kX;L4EjcE*R zU$wa!f;P4BP;7wGl&UqPxgc0b@C)7SeTUB69e9}ZlD(bZ%2}f9aAS>s64IOYB(Of{#_eKP`E&hXa!%Ra-G|&n$`!a{n{n)uk-=ylmC4 zj(x_FWuq-mZTEz7wq_JHC~UOpdP>X*-B9MlxYR%b7Req>Kg)`F^2ukH)5^T?FTxw} zzP=vS5<*=N>xQx*#@7o;x^9R?&ao)McMbp$0*0JweX7{zf-Q>O}W>tCODm2iYiZ!uuO0C`c__;@}v*ax{QG{ 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