diff --git a/bin/run.sh b/bin/run.sh
index c1a635f2fc..80910a127b 100755
--- a/bin/run.sh
+++ b/bin/run.sh
@@ -1,7 +1,8 @@
 #!/bin/sh
 
-java -cp `ls target/*-fatjar.jar` -Xms512M -Xmx192G -Dslf4j.internal.verbosity=WARN --add-modules jdk.incubator.vector $@ 2>&1 | grep -v "WARNING: Using incubator modules"
+java -cp `ls target/*-fatjar.jar` -Xms512M -Xmx192G -Dslf4j.internal.verbosity=WARN --add-modules jdk.incubator.vector --enable-native-access=ALL-UNNAMED $@ 2>&1 | grep -v "WARNING: Using incubator modules"
 
 # Notes:
 # - "WARNING: Using incubator modules: jdk.incubator.vector" cannot be suppressed, so just grep -v it.
 # - "SLF4J(I): Connected with provider of type [org.apache.logging.slf4j.SLF4JServiceProvider]": suppress using -Dslf4j
+# - "WARNING: A restricted method in java.lang.foreign.Linker has been called" fixed by --enable-native-access=ALL-UNNAMED
diff --git a/docs/regressions/regressions-hc4-neuclir22-fa.md b/docs/regressions/regressions-hc4-neuclir22-fa.md
index 42276e471e..98cb459440 100644
--- a/docs/regressions/regressions-hc4-neuclir22-fa.md
+++ b/docs/regressions/regressions-hc4-neuclir22-fa.md
@@ -156,21 +156,21 @@ With the above commands, you should be able to reproduce the following results:
 
 | **MAP**                                                                                                      | **BM25 (default)**| **+RM3**  | **+Rocchio**|
 |:-------------------------------------------------------------------------------------------------------------|-------------------|-----------|-------------|
-| [HC4 (Persian): test-topic title](https://github.com/hltcoe/HC4)                                             | 0.1198            | 0.1064    | 0.1221      |
-| [HC4 (Persian): test-topic description](https://github.com/hltcoe/HC4)                                       | 0.1435            | 0.0833    | 0.1254      |
-| [HC4 (Persian): test-topic description+title](https://github.com/hltcoe/HC4)                                 | 0.1438            | 0.1075    | 0.1351      |
+| [HC4 (Persian): test-topic title](https://github.com/hltcoe/HC4)                                             | 0.1331            | 0.1045    | 0.1318      |
+| [HC4 (Persian): test-topic description](https://github.com/hltcoe/HC4)                                       | 0.1420            | 0.0998    | 0.1250      |
+| [HC4 (Persian): test-topic description+title](https://github.com/hltcoe/HC4)                                 | 0.1536            | 0.1255    | 0.1382      |
 | **nDCG@20**                                                                                                  | **BM25 (default)**| **+RM3**  | **+Rocchio**|
-| [HC4 (Persian): test-topic title](https://github.com/hltcoe/HC4)                                             | 0.1806            | 0.1564    | 0.1794      |
-| [HC4 (Persian): test-topic description](https://github.com/hltcoe/HC4)                                       | 0.2288            | 0.1285    | 0.1968      |
-| [HC4 (Persian): test-topic description+title](https://github.com/hltcoe/HC4)                                 | 0.2233            | 0.1706    | 0.2001      |
+| [HC4 (Persian): test-topic title](https://github.com/hltcoe/HC4)                                             | 0.1999            | 0.1532    | 0.1847      |
+| [HC4 (Persian): test-topic description](https://github.com/hltcoe/HC4)                                       | 0.2197            | 0.1526    | 0.1926      |
+| [HC4 (Persian): test-topic description+title](https://github.com/hltcoe/HC4)                                 | 0.2371            | 0.1925    | 0.2057      |
 | **J@20**                                                                                                     | **BM25 (default)**| **+RM3**  | **+Rocchio**|
-| [HC4 (Persian): test-topic title](https://github.com/hltcoe/HC4)                                             | 0.1430            | 0.1220    | 0.1520      |
-| [HC4 (Persian): test-topic description](https://github.com/hltcoe/HC4)                                       | 0.1480            | 0.1110    | 0.1480      |
-| [HC4 (Persian): test-topic description+title](https://github.com/hltcoe/HC4)                                 | 0.1570            | 0.1210    | 0.1530      |
+| [HC4 (Persian): test-topic title](https://github.com/hltcoe/HC4)                                             | 0.1510            | 0.1270    | 0.1650      |
+| [HC4 (Persian): test-topic description](https://github.com/hltcoe/HC4)                                       | 0.1490            | 0.1120    | 0.1580      |
+| [HC4 (Persian): test-topic description+title](https://github.com/hltcoe/HC4)                                 | 0.1670            | 0.1270    | 0.1690      |
 | **Recall@1000**                                                                                              | **BM25 (default)**| **+RM3**  | **+Rocchio**|
-| [HC4 (Persian): test-topic title](https://github.com/hltcoe/HC4)                                             | 0.7234            | 0.6742    | 0.7929      |
-| [HC4 (Persian): test-topic description](https://github.com/hltcoe/HC4)                                       | 0.7431            | 0.6132    | 0.7768      |
-| [HC4 (Persian): test-topic description+title](https://github.com/hltcoe/HC4)                                 | 0.7652            | 0.6436    | 0.8058      |
+| [HC4 (Persian): test-topic title](https://github.com/hltcoe/HC4)                                             | 0.7483            | 0.6933    | 0.7991      |
+| [HC4 (Persian): test-topic description](https://github.com/hltcoe/HC4)                                       | 0.7475            | 0.6365    | 0.8233      |
+| [HC4 (Persian): test-topic description+title](https://github.com/hltcoe/HC4)                                 | 0.7964            | 0.6835    | 0.8532      |
 
 The above results reproduce the BM25 title queries run in Table 2 of [this paper](https://arxiv.org/pdf/2201.08471.pdf).
 
diff --git a/docs/regressions/regressions-hc4-v1.0-fa.md b/docs/regressions/regressions-hc4-v1.0-fa.md
index 9dc8631d70..446af21d51 100644
--- a/docs/regressions/regressions-hc4-v1.0-fa.md
+++ b/docs/regressions/regressions-hc4-v1.0-fa.md
@@ -245,33 +245,33 @@ With the above commands, you should be able to reproduce the following results:
 
 | **MAP**                                                                                                      | **BM25 (default)**| **+RM3**  | **+Rocchio**|
 |:-------------------------------------------------------------------------------------------------------------|-------------------|-----------|-------------|
-| [HC4 (Persian): dev-topic title](https://github.com/hltcoe/HC4)                                              | 0.2971            | 0.2865    | 0.3030      |
-| [HC4 (Persian): dev-topic description](https://github.com/hltcoe/HC4)                                        | 0.3243            | 0.3402    | 0.3721      |
-| [HC4 (Persian): dev-topic description+title](https://github.com/hltcoe/HC4)                                  | 0.3366            | 0.2919    | 0.3881      |
-| [HC4 (Persian): test-topic title](https://github.com/hltcoe/HC4)                                             | 0.2877            | 0.2954    | 0.2954      |
-| [HC4 (Persian): test-topic description](https://github.com/hltcoe/HC4)                                       | 0.2928            | 0.2807    | 0.2928      |
-| [HC4 (Persian): test-topic description+title](https://github.com/hltcoe/HC4)                                 | 0.3285            | 0.3042    | 0.3274      |
+| [HC4 (Persian): dev-topic title](https://github.com/hltcoe/HC4)                                              | 0.2818            | 0.2583    | 0.2761      |
+| [HC4 (Persian): dev-topic description](https://github.com/hltcoe/HC4)                                        | 0.3128            | 0.2984    | 0.3442      |
+| [HC4 (Persian): dev-topic description+title](https://github.com/hltcoe/HC4)                                  | 0.3343            | 0.2680    | 0.3510      |
+| [HC4 (Persian): test-topic title](https://github.com/hltcoe/HC4)                                             | 0.3059            | 0.3080    | 0.3182      |
+| [HC4 (Persian): test-topic description](https://github.com/hltcoe/HC4)                                       | 0.3108            | 0.2714    | 0.3170      |
+| [HC4 (Persian): test-topic description+title](https://github.com/hltcoe/HC4)                                 | 0.3437            | 0.3058    | 0.3507      |
 | **nDCG@20**                                                                                                  | **BM25 (default)**| **+RM3**  | **+Rocchio**|
-| [HC4 (Persian): dev-topic title](https://github.com/hltcoe/HC4)                                              | 0.3445            | 0.3446    | 0.3161      |
-| [HC4 (Persian): dev-topic description](https://github.com/hltcoe/HC4)                                        | 0.3475            | 0.3862    | 0.3895      |
-| [HC4 (Persian): dev-topic description+title](https://github.com/hltcoe/HC4)                                  | 0.3665            | 0.3454    | 0.3962      |
-| [HC4 (Persian): test-topic title](https://github.com/hltcoe/HC4)                                             | 0.3846            | 0.3812    | 0.3861      |
-| [HC4 (Persian): test-topic description](https://github.com/hltcoe/HC4)                                       | 0.4039            | 0.3755    | 0.3811      |
-| [HC4 (Persian): test-topic description+title](https://github.com/hltcoe/HC4)                                 | 0.4489            | 0.4049    | 0.4256      |
+| [HC4 (Persian): dev-topic title](https://github.com/hltcoe/HC4)                                              | 0.3315            | 0.3186    | 0.2806      |
+| [HC4 (Persian): dev-topic description](https://github.com/hltcoe/HC4)                                        | 0.3394            | 0.3508    | 0.3599      |
+| [HC4 (Persian): dev-topic description+title](https://github.com/hltcoe/HC4)                                  | 0.3664            | 0.3132    | 0.3490      |
+| [HC4 (Persian): test-topic title](https://github.com/hltcoe/HC4)                                             | 0.4114            | 0.3982    | 0.3958      |
+| [HC4 (Persian): test-topic description](https://github.com/hltcoe/HC4)                                       | 0.4077            | 0.3513    | 0.3942      |
+| [HC4 (Persian): test-topic description+title](https://github.com/hltcoe/HC4)                                 | 0.4606            | 0.4006    | 0.4341      |
 | **J@20**                                                                                                     | **BM25 (default)**| **+RM3**  | **+Rocchio**|
-| [HC4 (Persian): dev-topic title](https://github.com/hltcoe/HC4)                                              | 0.4100            | 0.3300    | 0.3950      |
-| [HC4 (Persian): dev-topic description](https://github.com/hltcoe/HC4)                                        | 0.4750            | 0.3500    | 0.5100      |
-| [HC4 (Persian): dev-topic description+title](https://github.com/hltcoe/HC4)                                  | 0.4700            | 0.3450    | 0.5250      |
-| [HC4 (Persian): test-topic title](https://github.com/hltcoe/HC4)                                             | 0.4010            | 0.3800    | 0.4350      |
-| [HC4 (Persian): test-topic description](https://github.com/hltcoe/HC4)                                       | 0.3890            | 0.3590    | 0.4300      |
-| [HC4 (Persian): test-topic description+title](https://github.com/hltcoe/HC4)                                 | 0.4420            | 0.3800    | 0.4580      |
+| [HC4 (Persian): dev-topic title](https://github.com/hltcoe/HC4)                                              | 0.3900            | 0.3500    | 0.3650      |
+| [HC4 (Persian): dev-topic description](https://github.com/hltcoe/HC4)                                        | 0.4600            | 0.3300    | 0.4650      |
+| [HC4 (Persian): dev-topic description+title](https://github.com/hltcoe/HC4)                                  | 0.4600            | 0.2900    | 0.4800      |
+| [HC4 (Persian): test-topic title](https://github.com/hltcoe/HC4)                                             | 0.4220            | 0.4030    | 0.4600      |
+| [HC4 (Persian): test-topic description](https://github.com/hltcoe/HC4)                                       | 0.3950            | 0.3410    | 0.4570      |
+| [HC4 (Persian): test-topic description+title](https://github.com/hltcoe/HC4)                                 | 0.4460            | 0.3980    | 0.4840      |
 | **Recall@1000**                                                                                              | **BM25 (default)**| **+RM3**  | **+Rocchio**|
-| [HC4 (Persian): dev-topic title](https://github.com/hltcoe/HC4)                                              | 0.7794            | 0.7683    | 0.8039      |
-| [HC4 (Persian): dev-topic description](https://github.com/hltcoe/HC4)                                        | 0.8491            | 0.7737    | 0.8838      |
-| [HC4 (Persian): dev-topic description+title](https://github.com/hltcoe/HC4)                                  | 0.9129            | 0.8102    | 0.9154      |
-| [HC4 (Persian): test-topic title](https://github.com/hltcoe/HC4)                                             | 0.8223            | 0.7755    | 0.8560      |
-| [HC4 (Persian): test-topic description](https://github.com/hltcoe/HC4)                                       | 0.8402            | 0.7487    | 0.8738      |
-| [HC4 (Persian): test-topic description+title](https://github.com/hltcoe/HC4)                                 | 0.8651            | 0.8055    | 0.8883      |
+| [HC4 (Persian): dev-topic title](https://github.com/hltcoe/HC4)                                              | 0.7745            | 0.7835    | 0.8039      |
+| [HC4 (Persian): dev-topic description](https://github.com/hltcoe/HC4)                                        | 0.8433            | 0.7685    | 0.8727      |
+| [HC4 (Persian): dev-topic description+title](https://github.com/hltcoe/HC4)                                  | 0.9128            | 0.8077    | 0.9323      |
+| [HC4 (Persian): test-topic title](https://github.com/hltcoe/HC4)                                             | 0.8405            | 0.7957    | 0.8721      |
+| [HC4 (Persian): test-topic description](https://github.com/hltcoe/HC4)                                       | 0.8581            | 0.7488    | 0.8853      |
+| [HC4 (Persian): test-topic description+title](https://github.com/hltcoe/HC4)                                 | 0.8799            | 0.8051    | 0.9035      |
 
 The above results reproduce the BM25 title queries run in Table 2 of [this paper](https://arxiv.org/pdf/2201.08471.pdf).
 
diff --git a/docs/regressions/regressions-miracl-v1.0-fa-aca.md b/docs/regressions/regressions-miracl-v1.0-fa-aca.md
index 8567cd4399..1117577305 100644
--- a/docs/regressions/regressions-miracl-v1.0-fa-aca.md
+++ b/docs/regressions/regressions-miracl-v1.0-fa-aca.md
@@ -57,6 +57,6 @@ With the above commands, you should be able to reproduce the following results:
 
 | **nDCG@10**                                                                                                  | **BM25**  |
 |:-------------------------------------------------------------------------------------------------------------|-----------|
-| [MIRACL (Persian): dev](https://github.com/project-miracl/miracl)                                            | 0.3427    |
+| [MIRACL (Persian): dev](https://github.com/project-miracl/miracl)                                            | 0.3576    |
 | **R@100**                                                                                                    | **BM25**  |
-| [MIRACL (Persian): dev](https://github.com/project-miracl/miracl)                                            | 0.7600    |
+| [MIRACL (Persian): dev](https://github.com/project-miracl/miracl)                                            | 0.7806    |
diff --git a/docs/regressions/regressions-miracl-v1.0-fa.md b/docs/regressions/regressions-miracl-v1.0-fa.md
index 0c3c76b5c8..3a01c0ecd4 100644
--- a/docs/regressions/regressions-miracl-v1.0-fa.md
+++ b/docs/regressions/regressions-miracl-v1.0-fa.md
@@ -55,6 +55,6 @@ With the above commands, you should be able to reproduce the following results:
 
 | **nDCG@10**                                                                                                  | **BM25**  |
 |:-------------------------------------------------------------------------------------------------------------|-----------|
-| [MIRACL (Persian): dev](https://github.com/project-miracl/miracl)                                            | 0.3334    |
+| [MIRACL (Persian): dev](https://github.com/project-miracl/miracl)                                            | 0.3568    |
 | **R@100**                                                                                                    | **BM25**  |
-| [MIRACL (Persian): dev](https://github.com/project-miracl/miracl)                                            | 0.7306    |
+| [MIRACL (Persian): dev](https://github.com/project-miracl/miracl)                                            | 0.7413    |
diff --git a/docs/regressions/regressions-neuclir22-fa-qt.md b/docs/regressions/regressions-neuclir22-fa-qt.md
index 60896d49fa..bb5cd8e73f 100644
--- a/docs/regressions/regressions-neuclir22-fa-qt.md
+++ b/docs/regressions/regressions-neuclir22-fa-qt.md
@@ -245,33 +245,33 @@ With the above commands, you should be able to reproduce the following results:
 
 | **MAP**                                                                                                      | **BM25 (default)**| **+RM3**  | **+Rocchio**|
 |:-------------------------------------------------------------------------------------------------------------|-------------------|-----------|-------------|
-| [NeuCLIR 2022 (Persian): title (human-translated queries)](https://neuclir.github.io/)                       | 0.2151            | 0.1640    | 0.2304      |
-| [NeuCLIR 2022 (Persian): desc (human-translated queries)](https://neuclir.github.io/)                        | 0.1875            | 0.1070    | 0.2077      |
-| [NeuCLIR 2022 (Persian): desc+title (human-translated queries)](https://neuclir.github.io/)                  | 0.2271            | 0.1408    | 0.2358      |
-| [NeuCLIR 2022 (Persian): title (machine-translated queries)](https://neuclir.github.io/)                     | 0.2169            | 0.1767    | 0.2321      |
-| [NeuCLIR 2022 (Persian): desc (machine-translated queries)](https://neuclir.github.io/)                      | 0.1925            | 0.1227    | 0.2266      |
-| [NeuCLIR 2022 (Persian): desc+title (machine-translated queries)](https://neuclir.github.io/)                | 0.2526            | 0.1681    | 0.2597      |
+| [NeuCLIR 2022 (Persian): title (human-translated queries)](https://neuclir.github.io/)                       | 0.2492            | 0.1791    | 0.2289      |
+| [NeuCLIR 2022 (Persian): desc (human-translated queries)](https://neuclir.github.io/)                        | 0.1970            | 0.1182    | 0.2156      |
+| [NeuCLIR 2022 (Persian): desc+title (human-translated queries)](https://neuclir.github.io/)                  | 0.2484            | 0.1511    | 0.2339      |
+| [NeuCLIR 2022 (Persian): title (machine-translated queries)](https://neuclir.github.io/)                     | 0.2638            | 0.1876    | 0.2545      |
+| [NeuCLIR 2022 (Persian): desc (machine-translated queries)](https://neuclir.github.io/)                      | 0.1956            | 0.1196    | 0.2234      |
+| [NeuCLIR 2022 (Persian): desc+title (machine-translated queries)](https://neuclir.github.io/)                | 0.2648            | 0.1715    | 0.2590      |
 | **nDCG@20**                                                                                                  | **BM25 (default)**| **+RM3**  | **+Rocchio**|
-| [NeuCLIR 2022 (Persian): title (human-translated queries)](https://neuclir.github.io/)                       | 0.3428            | 0.2775    | 0.3356      |
-| [NeuCLIR 2022 (Persian): desc (human-translated queries)](https://neuclir.github.io/)                        | 0.2843            | 0.2010    | 0.2885      |
-| [NeuCLIR 2022 (Persian): desc+title (human-translated queries)](https://neuclir.github.io/)                  | 0.3429            | 0.2463    | 0.3408      |
-| [NeuCLIR 2022 (Persian): title (machine-translated queries)](https://neuclir.github.io/)                     | 0.3331            | 0.2917    | 0.3374      |
-| [NeuCLIR 2022 (Persian): desc (machine-translated queries)](https://neuclir.github.io/)                      | 0.2974            | 0.2146    | 0.3300      |
-| [NeuCLIR 2022 (Persian): desc+title (machine-translated queries)](https://neuclir.github.io/)                | 0.3700            | 0.2963    | 0.3612      |
+| [NeuCLIR 2022 (Persian): title (human-translated queries)](https://neuclir.github.io/)                       | 0.3595            | 0.2792    | 0.3284      |
+| [NeuCLIR 2022 (Persian): desc (human-translated queries)](https://neuclir.github.io/)                        | 0.2966            | 0.2137    | 0.2938      |
+| [NeuCLIR 2022 (Persian): desc+title (human-translated queries)](https://neuclir.github.io/)                  | 0.3488            | 0.2457    | 0.3237      |
+| [NeuCLIR 2022 (Persian): title (machine-translated queries)](https://neuclir.github.io/)                     | 0.3678            | 0.2876    | 0.3619      |
+| [NeuCLIR 2022 (Persian): desc (machine-translated queries)](https://neuclir.github.io/)                      | 0.3011            | 0.2168    | 0.3043      |
+| [NeuCLIR 2022 (Persian): desc+title (machine-translated queries)](https://neuclir.github.io/)                | 0.3758            | 0.2793    | 0.3496      |
 | **J@20**                                                                                                     | **BM25 (default)**| **+RM3**  | **+Rocchio**|
-| [NeuCLIR 2022 (Persian): title (human-translated queries)](https://neuclir.github.io/)                       | 0.3759            | 0.3250    | 0.3882      |
-| [NeuCLIR 2022 (Persian): desc (human-translated queries)](https://neuclir.github.io/)                        | 0.3592            | 0.2684    | 0.3781      |
-| [NeuCLIR 2022 (Persian): desc+title (human-translated queries)](https://neuclir.github.io/)                  | 0.4035            | 0.3110    | 0.4035      |
-| [NeuCLIR 2022 (Persian): title (machine-translated queries)](https://neuclir.github.io/)                     | 0.3684            | 0.3307    | 0.3899      |
-| [NeuCLIR 2022 (Persian): desc (machine-translated queries)](https://neuclir.github.io/)                      | 0.3412            | 0.2592    | 0.3618      |
-| [NeuCLIR 2022 (Persian): desc+title (machine-translated queries)](https://neuclir.github.io/)                | 0.3820            | 0.3110    | 0.3908      |
+| [NeuCLIR 2022 (Persian): title (human-translated queries)](https://neuclir.github.io/)                       | 0.3746            | 0.3197    | 0.3912      |
+| [NeuCLIR 2022 (Persian): desc (human-translated queries)](https://neuclir.github.io/)                        | 0.3496            | 0.2654    | 0.3820      |
+| [NeuCLIR 2022 (Persian): desc+title (human-translated queries)](https://neuclir.github.io/)                  | 0.3873            | 0.3057    | 0.3991      |
+| [NeuCLIR 2022 (Persian): title (machine-translated queries)](https://neuclir.github.io/)                     | 0.3789            | 0.3355    | 0.3908      |
+| [NeuCLIR 2022 (Persian): desc (machine-translated queries)](https://neuclir.github.io/)                      | 0.3487            | 0.2662    | 0.3754      |
+| [NeuCLIR 2022 (Persian): desc+title (machine-translated queries)](https://neuclir.github.io/)                | 0.3873            | 0.3175    | 0.3956      |
 | **Recall@1000**                                                                                              | **BM25 (default)**| **+RM3**  | **+Rocchio**|
-| [NeuCLIR 2022 (Persian): title (human-translated queries)](https://neuclir.github.io/)                       | 0.7128            | 0.6870    | 0.7691      |
-| [NeuCLIR 2022 (Persian): desc (human-translated queries)](https://neuclir.github.io/)                        | 0.7027            | 0.5572    | 0.7520      |
-| [NeuCLIR 2022 (Persian): desc+title (human-translated queries)](https://neuclir.github.io/)                  | 0.7373            | 0.6414    | 0.8092      |
-| [NeuCLIR 2022 (Persian): title (machine-translated queries)](https://neuclir.github.io/)                     | 0.7254            | 0.6877    | 0.7672      |
-| [NeuCLIR 2022 (Persian): desc (machine-translated queries)](https://neuclir.github.io/)                      | 0.6815            | 0.5606    | 0.7033      |
-| [NeuCLIR 2022 (Persian): desc+title (machine-translated queries)](https://neuclir.github.io/)                | 0.7424            | 0.6264    | 0.7829      |
+| [NeuCLIR 2022 (Persian): title (human-translated queries)](https://neuclir.github.io/)                       | 0.7324            | 0.6940    | 0.7928      |
+| [NeuCLIR 2022 (Persian): desc (human-translated queries)](https://neuclir.github.io/)                        | 0.7214            | 0.5598    | 0.7728      |
+| [NeuCLIR 2022 (Persian): desc+title (human-translated queries)](https://neuclir.github.io/)                  | 0.7494            | 0.6383    | 0.8294      |
+| [NeuCLIR 2022 (Persian): title (machine-translated queries)](https://neuclir.github.io/)                     | 0.7631            | 0.7070    | 0.8137      |
+| [NeuCLIR 2022 (Persian): desc (machine-translated queries)](https://neuclir.github.io/)                      | 0.6847            | 0.5597    | 0.7685      |
+| [NeuCLIR 2022 (Persian): desc+title (machine-translated queries)](https://neuclir.github.io/)                | 0.7714            | 0.6501    | 0.8227      |
 
 ## Reproduction Log[*](../../docs/reproducibility.md)
 
diff --git a/src/main/resources/regression/hc4-neuclir22-fa.yaml b/src/main/resources/regression/hc4-neuclir22-fa.yaml
index 32abfd501d..e41ab128d6 100644
--- a/src/main/resources/regression/hc4-neuclir22-fa.yaml
+++ b/src/main/resources/regression/hc4-neuclir22-fa.yaml
@@ -62,58 +62,58 @@ models:
     params: -bm25 -language fa
     results:
       MAP:
-        - 0.1198
-        - 0.1435
-        - 0.1438
+        - 0.1331
+        - 0.1420
+        - 0.1536
       nDCG@20:
-        - 0.1806
-        - 0.2288
-        - 0.2233
+        - 0.1999
+        - 0.2197
+        - 0.2371
       J@20:
-        - 0.1430
-        - 0.1480
-        - 0.1570
+        - 0.1510
+        - 0.1490
+        - 0.1670
       Recall@1000:
-        - 0.7234
-        - 0.7431
-        - 0.7652
+        - 0.7483
+        - 0.7475
+        - 0.7964
   - name: bm25-default+rm3
     display: +RM3
     params: -bm25 -rm3 -language fa
     results:
       MAP:
-        - 0.1064
-        - 0.0833
-        - 0.1075
+        - 0.1045
+        - 0.0998
+        - 0.1255
       nDCG@20:
-        - 0.1564
-        - 0.1285
-        - 0.1706
+        - 0.1532
+        - 0.1526
+        - 0.1925
       J@20:
-        - 0.1220
-        - 0.1110
-        - 0.1210
+        - 0.1270
+        - 0.1120
+        - 0.1270
       Recall@1000:
-        - 0.6742
-        - 0.6132
-        - 0.6436
+        - 0.6933
+        - 0.6365
+        - 0.6835
   - name: bm25-default+rocchio
     display: +Rocchio
     params: -bm25 -rocchio -language fa
     results:
       MAP:
-        - 0.1221
-        - 0.1254
-        - 0.1351
+        - 0.1318
+        - 0.1250
+        - 0.1382
       nDCG@20:
-        - 0.1794
-        - 0.1968
-        - 0.2001
+        - 0.1847
+        - 0.1926
+        - 0.2057
       J@20:
-        - 0.1520
-        - 0.1480
-        - 0.1530
+        - 0.1650
+        - 0.1580
+        - 0.1690
       Recall@1000:
-        - 0.7929
-        - 0.7768
-        - 0.8058
+        - 0.7991
+        - 0.8233
+        - 0.8532
diff --git a/src/main/resources/regression/hc4-v1.0-fa.yaml b/src/main/resources/regression/hc4-v1.0-fa.yaml
index 7d1ad13d5e..79be730821 100644
--- a/src/main/resources/regression/hc4-v1.0-fa.yaml
+++ b/src/main/resources/regression/hc4-v1.0-fa.yaml
@@ -75,94 +75,94 @@ models:
     params: -bm25 -language fa
     results:
       MAP:
-        - 0.2971
-        - 0.3243
-        - 0.3366
-        - 0.2877
-        - 0.2928
-        - 0.3285
+        - 0.2818
+        - 0.3128
+        - 0.3343
+        - 0.3059
+        - 0.3108
+        - 0.3437
       nDCG@20:
-        - 0.3445
-        - 0.3475
-        - 0.3665
-        - 0.3846
-        - 0.4039
-        - 0.4489
+        - 0.3315
+        - 0.3394
+        - 0.3664
+        - 0.4114
+        - 0.4077
+        - 0.4606
       J@20:
-        - 0.4100
-        - 0.4750
-        - 0.4700
-        - 0.4010
-        - 0.3890
-        - 0.4420
+        - 0.3900
+        - 0.4600
+        - 0.4600
+        - 0.4220
+        - 0.3950
+        - 0.4460
       Recall@1000:
-        - 0.7794
-        - 0.8491
-        - 0.9129
-        - 0.8223
-        - 0.8402
-        - 0.8651
+        - 0.7745
+        - 0.8433
+        - 0.9128
+        - 0.8405
+        - 0.8581
+        - 0.8799
   - name: bm25-default+rm3
     display: +RM3
     params: -bm25 -rm3 -language fa
     results:
       MAP:
-        - 0.2865
-        - 0.3402
-        - 0.2919
-        - 0.2954
-        - 0.2807
-        - 0.3042
+        - 0.2583
+        - 0.2984
+        - 0.2680
+        - 0.3080
+        - 0.2714
+        - 0.3058
       nDCG@20:
-        - 0.3446
-        - 0.3862
-        - 0.3454
-        - 0.3812
-        - 0.3755
-        - 0.4049
+        - 0.3186
+        - 0.3508
+        - 0.3132
+        - 0.3982
+        - 0.3513
+        - 0.4006
       J@20:
-        - 0.3300
         - 0.3500
-        - 0.3450
-        - 0.3800
-        - 0.3590
-        - 0.3800
+        - 0.3300
+        - 0.2900
+        - 0.4030
+        - 0.3410
+        - 0.3980
       Recall@1000:
-        - 0.7683
-        - 0.7737
-        - 0.8102
-        - 0.7755
-        - 0.7487
-        - 0.8055
+        - 0.7835
+        - 0.7685
+        - 0.8077
+        - 0.7957
+        - 0.7488
+        - 0.8051
   - name: bm25-default+rocchio
     display: +Rocchio
     params: -bm25 -rocchio -language fa
     results:
       MAP:
-        - 0.3030
-        - 0.3721
-        - 0.3881
-        - 0.2954
-        - 0.2928
-        - 0.3274
+        - 0.2761
+        - 0.3442
+        - 0.3510
+        - 0.3182
+        - 0.3170
+        - 0.3507
       nDCG@20:
-        - 0.3161
-        - 0.3895
-        - 0.3962
-        - 0.3861
-        - 0.3811
-        - 0.4256
+        - 0.2806
+        - 0.3599
+        - 0.3490
+        - 0.3958
+        - 0.3942
+        - 0.4341
       J@20:
-        - 0.3950
-        - 0.5100
-        - 0.5250
-        - 0.4350
-        - 0.4300
-        - 0.4580
+        - 0.3650
+        - 0.4650
+        - 0.4800
+        - 0.4600
+        - 0.4570
+        - 0.4840
       Recall@1000:
         - 0.8039
-        - 0.8838
-        - 0.9154
-        - 0.8560
-        - 0.8738
-        - 0.8883
+        - 0.8727
+        - 0.9323
+        - 0.8721
+        - 0.8853
+        - 0.9035
diff --git a/src/main/resources/regression/miracl-v1.0-fa-aca.yaml b/src/main/resources/regression/miracl-v1.0-fa-aca.yaml
index cc88fe16a2..af79f8988e 100644
--- a/src/main/resources/regression/miracl-v1.0-fa-aca.yaml
+++ b/src/main/resources/regression/miracl-v1.0-fa-aca.yaml
@@ -41,6 +41,6 @@ models:
     params: -bm25 -hits 100 -language fa -useAutoCompositeAnalyzer
     results:
       nDCG@10:
-        - 0.3427
+        - 0.3576
       R@100:
-        - 0.7600
+        - 0.7806
diff --git a/src/main/resources/regression/miracl-v1.0-fa.yaml b/src/main/resources/regression/miracl-v1.0-fa.yaml
index 088384b4d5..9d26130436 100644
--- a/src/main/resources/regression/miracl-v1.0-fa.yaml
+++ b/src/main/resources/regression/miracl-v1.0-fa.yaml
@@ -41,6 +41,6 @@ models:
     params: -bm25 -hits 100 -language fa
     results:
       nDCG@10:
-        - 0.3334
+        - 0.3568
       R@100:
-        - 0.7306
+        - 0.7413
diff --git a/src/main/resources/regression/neuclir22-fa-qt.yaml b/src/main/resources/regression/neuclir22-fa-qt.yaml
index ef1fca45d2..213bc2fd55 100644
--- a/src/main/resources/regression/neuclir22-fa-qt.yaml
+++ b/src/main/resources/regression/neuclir22-fa-qt.yaml
@@ -74,94 +74,94 @@ models:
     params: -bm25 -language fa
     results:
       MAP:
-        - 0.2151
-        - 0.1875
-        - 0.2271
-        - 0.2169
-        - 0.1925
-        - 0.2526
+        - 0.2492
+        - 0.1970
+        - 0.2484
+        - 0.2638
+        - 0.1956
+        - 0.2648
       nDCG@20:
-        - 0.3428
-        - 0.2843
-        - 0.3429
-        - 0.3331
-        - 0.2974
-        - 0.3700
+        - 0.3595
+        - 0.2966
+        - 0.3488
+        - 0.3678
+        - 0.3011
+        - 0.3758
       J@20:
-        - 0.3759
-        - 0.3592
-        - 0.4035
-        - 0.3684
-        - 0.3412
-        - 0.3820
+        - 0.3746
+        - 0.3496
+        - 0.3873
+        - 0.3789
+        - 0.3487
+        - 0.3873
       Recall@1000:
-        - 0.7128
-        - 0.7027
-        - 0.7373
-        - 0.7254
-        - 0.6815
-        - 0.7424
+        - 0.7324
+        - 0.7214
+        - 0.7494
+        - 0.7631
+        - 0.6847
+        - 0.7714
   - name: bm25-default+rm3
     display: +RM3
     params: -bm25 -rm3 -language fa
     results:
       MAP:
-        - 0.1640
-        - 0.1070
-        - 0.1408
-        - 0.1767
-        - 0.1227
-        - 0.1681
+        - 0.1791
+        - 0.1182
+        - 0.1511
+        - 0.1876
+        - 0.1196
+        - 0.1715
       nDCG@20:
-        - 0.2775
-        - 0.2010
-        - 0.2463
-        - 0.2917
-        - 0.2146
-        - 0.2963
+        - 0.2792
+        - 0.2137
+        - 0.2457
+        - 0.2876
+        - 0.2168
+        - 0.2793
       J@20:
-        - 0.3250
-        - 0.2684
-        - 0.3110
-        - 0.3307
-        - 0.2592
-        - 0.3110
+        - 0.3197
+        - 0.2654
+        - 0.3057
+        - 0.3355
+        - 0.2662
+        - 0.3175
       Recall@1000:
-        - 0.6870
-        - 0.5572
-        - 0.6414
-        - 0.6877
-        - 0.5606
-        - 0.6264
+        - 0.6940
+        - 0.5598
+        - 0.6383
+        - 0.7070
+        - 0.5597
+        - 0.6501
   - name: bm25-default+rocchio
     display: +Rocchio
     params: -bm25 -rocchio -language fa
     results:
       MAP:
-        - 0.2304
-        - 0.2077
-        - 0.2358
-        - 0.2321
-        - 0.2266
-        - 0.2597
+        - 0.2289
+        - 0.2156
+        - 0.2339
+        - 0.2545
+        - 0.2234
+        - 0.2590
       nDCG@20:
-        - 0.3356
-        - 0.2885
-        - 0.3408
-        - 0.3374
-        - 0.3300
-        - 0.3612
+        - 0.3284
+        - 0.2938
+        - 0.3237
+        - 0.3619
+        - 0.3043
+        - 0.3496
       J@20:
-        - 0.3882
-        - 0.3781
-        - 0.4035
-        - 0.3899
-        - 0.3618
+        - 0.3912
+        - 0.3820
+        - 0.3991
         - 0.3908
+        - 0.3754
+        - 0.3956
       Recall@1000:
-        - 0.7691
-        - 0.7520
-        - 0.8092
-        - 0.7672
-        - 0.7033
-        - 0.7829
+        - 0.7928
+        - 0.7728
+        - 0.8294
+        - 0.8137
+        - 0.7685
+        - 0.8227