Eval metadata batch 1: BillSum, CoNLL2003, CoNLLPP, CUAD, Emotion, GigaWord, GLUE, Hate Speech 18, Hate Speech (#4335)

* adding evaluation metadata for the BillSum, BoolQ, CoNLL2003, CoNLLPP, CUAD, Emotion, GigaWord, GLUE, Hate Speech 18 and Hate Speech datasets>

* Update README.md

fixing tabs

* Update README.md

fixing tab

* Update README.md

fixing space

* Update README.md

fixing tabs

* Update README.md

changing the metric

* Update README.md

changing metric

* Update datasets/billsum/README.md

Co-authored-by: Quentin Lhoest <[email protected]>

* Update README.md

removing ROUGE args

* Update datasets/cuad/README.md

Co-authored-by: lewtun <[email protected]>

* Update datasets/cuad/README.md

Co-authored-by: lewtun <[email protected]>

* Update datasets/gigaword/README.md

Co-authored-by: Quentin Lhoest <[email protected]>

* Update README.md

removing ROUGE config

* Update README.md

removing eval for now

Co-authored-by: sashavor <[email protected]>
Co-authored-by: Quentin Lhoest <[email protected]>
Co-authored-by: lewtun <[email protected]>

Commit from https://github.com/huggingface/datasets/commit/14aca922c0dcf1d1fd4a36a6a84a1484bc62b7d2

README.md

@@ -20,6 +20,55 @@ task_ids:
 - multi-class-classification
 - text-classification-other-emotion-classification
 paperswithcode_id: emotion
+train-eval-index:
+- config: default
+  task: text-classification
+  task_id: multi_class_classification
+  splits:
+    train_split: train
+    eval_split: test
+  col_mapping:
+    text: text
+    label: target
+  metrics:
+    - type: accuracy
+      name: Accuracy
+    - type: f1
+      name: F1 macro
+      args:
+        average: macro
+    - type: f1
+      name: F1 micro
+      args:
+        average: micro
+    - type: f1
+      name: F1 weighted
+      args:
+        average: weighted
+    - type: precision
+      name: Precision macro
+      args:
+        average: macro
+    - type: precision
+      name: Precision micro
+      args:
+        average: micro
+    - type: precision
+      name: Precision weighted
+      args:
+        average: weighted
+    - type: recall
+      name: Recall macro
+      args:
+        average: macro
+    - type: recall
+      name: Recall micro
+      args:
+        average: micro
+    - type: recall
+      name: Recall weighted
+      args:
+        average: weighted
 ---
 
 # Dataset Card for "emotion"