word level datasets

configs/super_glue.py

@@ -3,22 +3,11 @@ from typing import Optional, Union
 from configs.fs import FSConfig
 
 
-class BoolQConfig(FSConfig):
-    def __init__(self, **kwargs):
-        super().__init__(**kwargs)
-
+class SuperGLUEConfig(FSConfig):
     @property
     def id_key(self) -> str:
         return "idx"
 
-    @property
-    def source_key(self) -> str:
-        return "passage"
-
-    @property
-    def question_key(self) -> Union[str, None]:
-        return "question"
-
     @property
     def target_key(self) -> str:
         return "label"
@@ -34,3 +23,26 @@ class BoolQConfig(FSConfig):
     @property
     def test_file(self) -> str:
         return "test.jsonl"
+
+
+class BoolQConfig(SuperGLUEConfig):
+
+    @property
+    def source_key(self) -> str:
+        return "passage"
+
+    @property
+    def question_key(self) -> Union[str, None]:
+        return "question"
+
+
+class RTEConfig(SuperGLUEConfig):
+
+    # TODO HACK - we treat premise == source, hypothesis == question
+    @property
+    def source_key(self) -> str:
+        return "premise"
+
+    @property
+    def question_key(self) -> Union[str, None]:
+        return "hypothesis"

fs.py

@@ -10,13 +10,31 @@ from citations_and_descriptions import (
 )
 from configs.arxiv import ArxivConfig
 from configs.scrolls import ScrollsConfig
-from configs.super_glue import BoolQConfig
+from configs.super_glue import BoolQConfig, RTEConfig
 
 
 class FS(datasets.GeneratorBasedBuilder):
     """The SCROLLS benchmark."""
     DEFAULT_WRITER_BATCH_SIZE = 1000  # because Narrative QA is a rather large dataset
     BUILDER_CONFIGS = [
+        # word level
+        BoolQConfig(
+            additional_features=[],
+            name="boolq",
+            description="",  # TODO
+            data_url="https://dl.fbaipublicfiles.com/glue/superglue/data/v2/BoolQ.zip",
+            citation="",  # TODO
+            url=""  # TODO
+        ),
+        RTEConfig(
+            additional_features=[],
+            name="rte",
+            description="",  # TODO
+            data_url="https://dl.fbaipublicfiles.com/glue/superglue/data/v2/RTE.zip",
+            citation="",  # TODO
+            url=""
+        ),
+        # paragraph level
         ScrollsConfig(
             additional_features=["id"],
             name="summ_screen_fd_debug",
@@ -41,14 +59,6 @@ class FS(datasets.GeneratorBasedBuilder):
             citation=_ARXIV_DESCRIPTION,
             url="https://github.com/armancohan/long-summarization"
         ),
-        BoolQConfig(
-            additional_features=[],
-            name="boolq",
-            description="",  # TODO
-            data_url="https://dl.fbaipublicfiles.com/glue/superglue/data/v2/BoolQ.zip",
-            citation=_ARXIV_DESCRIPTION,
-            url=""  # TODO
-        )
     ]
 
     def _info(self):