Append 35,901 full training rows; preserve published data

CHANGELOG.md

@@ -4,6 +4,12 @@ Changes that affect published data, newest first: one entry per publish, `## <da
 concise bullets on what changed in the data. `tasksource-jev-typed-decisions` releases are tagged on the Hub
 (`load_dataset("tasksource/tasksource-jev-typed-decisions", revision="v2026.10.13")`).
 
+## tasksource-jev-typed-decisions v2026.10.17.2
+
+- `full`: add SOUL review-conditioned opinion comprehension and English CLEF 2024 CheckThat check-worthiness classification. Use the native human labels, explicit questions and readable criteria.
+- SOUL keeps justifications in metadata; exclude review-text overlap across splits and contradictory duplicate decisions. CheckThat excludes unlabeled test placeholders and model-derived aliases, preserving native dev-test evaluation separately.
+- Mark unresolved original-review and CheckThat data terms explicitly. Existing shards and evaluation stay unchanged; `default` receives the tasks at its next full rebuild.
+
 ## tasksource-jev-typed-decisions v2026.10.17.1
 
 - `full`: add EMS-MCQA’s native single-answer emergency-medical practice questions, preserving all options, including five- and six-choice questions.

README.md

@@ -161,16 +161,16 @@ dataset_info:
     dtype: string
   splits:
   - name: train
-    num_bytes: 3844158050
-    num_examples: 2514111
+    num_bytes: 3871839670
+    num_examples: 2550012
   - name: validation
     num_bytes: 23419061
     num_examples: 15000
   - name: test
     num_bytes: 21143086
     num_examples: 15000
-  download_size: 1939084021
-  dataset_size: 3888720197
+  download_size: 1950002463
+  dataset_size: 3916401817
 - config_name: vision
   features:
   - name: images

full/additions/567998ccbb99/manifest.json

@@ -0,0 +1,47 @@
+{
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+  "seed": 0,
+  "max_rows": 30000,
+  "added_rows": 35901,
+  "sources": {
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+    "soul": 9310
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+    "train": 367,
+    "evaluation": 0
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+  "revisions": {
+    "soul": {
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+    },
+    "checkthat2024/check-worthiness": {
+      "OpenFact/CLEF24-CheckThat-Task1-en-all": "c02a329c67e4a9201f8bc450f3c5033a60398176"
+    }
+  },
+  "evaluation": "unchanged",
+  "default": "unchanged until the next full rebuild",
+  "preserved_parquets": {
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+    "full/validation-00000-of-00001.parquet": "96211364bc43a2349890d3aa9714d4b23bfaf2ba"
+  },
+  "script_sha256": "d99649747f8c3b5cb39ebc7faa179ce4cc2148193c88595b1e4c6002b782b58b"
+}

full/train-append-567998ccbb99-00000-of-00001.parquet

@@ -0,0 +1,3 @@
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+size 10918442

release-audit.json

@@ -8,7 +8,7 @@
   },
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+      "rows": 2550012,
       "sources": {
         "AES2-essay-scoring": 2521,
         "AdjectiveScaleProbe-nli": 3995,
@@ -761,10 +761,12 @@
         "wnut_17/wnut_17": 7389,
         "yahoo_answers_topics": 5119,
         "yelp_review_full/yelp_review_full": 4198,
-        "ems-mcqa": 14111
+        "ems-mcqa": 14111,
+        "checkthat2024/check-worthiness": 26591,
+        "soul": 9310
       },
       "formats": {
-        "Classification": 1198861,
+        "Classification": 1234762,
         "MultipleChoice": 779341,
         "graded": 250000,
         "procedural": 250000,
@@ -1201,25 +1203,27 @@
         "wnut_17": 7389,
         "yahoo_answers_topics": 5119,
         "yelp_review_full": 4198,
-        "ems-mcqa": 14111
+        "ems-mcqa": 14111,
+        "checkthat2024": 26591,
+        "soul": 9310
       },
       "kinds": {
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-        "noul": 294755,
-        "score": 242520
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+        "score": 243032
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       "variants": {
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         "instruction_paraphrase": 32805,
-        "label_verification": 80651,
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         "paired_text_format": 24205
       },
       "license_use": {
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         "non-commercial": 270750,
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+        "unspecified": 862511
       }
     },
     "validation": {
@@ -3565,6 +3569,10 @@
     {
       "manifest": "full/additions/517726f3090c/manifest.json",
       "train_rows": 14111
+    },
+    {
+      "manifest": "full/additions/567998ccbb99/manifest.json",
+      "train_rows": 35901
     }
   ]
 }

sources.yaml

@@ -14,6 +14,7 @@ datasets:
 - CogComp/mc_taco
 - CogComp/trec
 - ColumbiaNLP/FLUTE
+- DAMO-NLP-SG/SOUL
 - Dahoas/synthetic-instruct-gptj-pairwise
 - Deehan1866/processed_phrase_similarity
 - Dzeniks/hover
@@ -39,6 +40,7 @@ datasets:
 - MoritzLaurer/multilingual-NLI-26lang-2mil7
 - NEUDM/mams
 - Nofing/Maven-ERE-span
+- OpenFact/CLEF24-CheckThat-Task1-en-all
 - OpenMed/DDI-Corpus-Processed
 - PKU-Alignment/BeaverTails
 - PKU-Alignment/PKU-SafeRLHF
@@ -10471,3 +10473,40 @@ sources:
       url: https://huggingface.co/datasets/Xueren/EMS-MCQA
       additional_urls:
       - https://arxiv.org/html/2511.10900v1
+  checkthat2024/check-worthiness:
+    rows:
+      train: 26591
+    dataset: OpenFact/CLEF24-CheckThat-Task1-en-all
+    revision: c02a329c67e4a9201f8bc450f3c5033a60398176
+    revisions:
+      OpenFact/CLEF24-CheckThat-Task1-en-all: c02a329c67e4a9201f8bc450f3c5033a60398176
+    license: unknown (original source)
+    license_use: unspecified
+    source_license_evidence:
+      license: unknown
+      license_use: unspecified
+      checked: '2026-10-17'
+      scope: No English data license found in the pinned task README, archive or Hub card. No license inferred from baseline
+        code.
+      url: https://gitlab.com/checkthat_lab/clef2024-checkthat-lab/-/tree/3508f4a847b4471135e407c6ec73f9aef39f450f/task1/data
+  soul:
+    rows:
+      train: 9310
+    dataset: DAMO-NLP-SG/SOUL
+    revision: aef002daaa10d151457958a28b162fc996825023
+    revisions:
+      DAMO-NLP-SG/SOUL: aef002daaa10d151457958a28b162fc996825023
+    license: mit, mit (publisher); original review terms (original source)
+    license_use: commercial
+    card_licenses:
+      DAMO-NLP-SG/SOUL:
+      - mit
+    source_license_evidence:
+      license: mit (publisher); original review terms
+      license_use: unspecified
+      checked: '2026-10-17'
+      scope: Publisher declares MIT for SOUL annotations; third-party Yelp/IMDb review rights are not established by that
+        declaration.
+      url: https://huggingface.co/datasets/DAMO-NLP-SG/SOUL
+      additional_urls:
+      - https://aclanthology.org/2023.emnlp-main.538/