add missing fields

dataset_infos.json

@@ -0,0 +1 @@
+{"default": {"description": "SportSett:Basketball dataset for Data-to-Text Generation contains NBA games stats aligned with their human written summaries.\n", "citation": "@inproceedings{thomson-etal-2020-sportsett,\n    title = \"{S}port{S}ett:Basketball - A robust and maintainable data-set for Natural Language Generation\",\n    author = \"Thomson, Craig  and\n      Reiter, Ehud  and\n      Sripada, Somayajulu\",\n    booktitle = \"Proceedings of the Workshop on Intelligent Information Processing and Natural Language Generation\",\n    month = sep,\n    year = \"2020\",\n    address = \"Santiago de Compostela, Spain\",\n    publisher = \"Association for Computational Lingustics\",\n    url = \"https://aclanthology.org/2020.intellang-1.4\",\n    pages = \"32--40\",\n}\n", "homepage": "https://github.com/nlgcat/sport_sett_basketball", "license": "", "features": {"sportsett_id": {"dtype": "string", "id": null, "_type": "Value"}, "gem_id": {"dtype": "string", "id": null, "_type": "Value"}, "game": {"day": {"dtype": "string", "id": null, "_type": "Value"}, "month": {"dtype": "string", "id": null, "_type": "Value"}, "year": {"dtype": "string", "id": null, "_type": "Value"}, "dayname": {"dtype": "string", "id": null, "_type": "Value"}, "season": {"dtype": "string", "id": null, "_type": "Value"}, "stadium": {"dtype": "string", "id": null, "_type": "Value"}, "city": {"dtype": "string", "id": null, "_type": "Value"}, "state": {"dtype": "string", "id": null, "_type": "Value"}, "attendance": {"dtype": "string", "id": null, "_type": "Value"}, "capacity": {"dtype": "string", "id": null, "_type": "Value"}, "game_id": {"dtype": "string", "id": null, "_type": "Value"}}, "teams": {"home": {"name": {"dtype": "string", "id": null, "_type": "Value"}, "place": {"dtype": "string", "id": null, "_type": "Value"}, "conference": {"dtype": "string", "id": null, "_type": "Value"}, "division": {"dtype": "string", "id": null, "_type": "Value"}, "wins": {"dtype": "string", "id": null, "_type": "Value"}, "losses": {"dtype": "string", "id": null, "_type": "Value"}, "conference_standing": {"dtype": "int32", "id": null, "_type": "Value"}, "game_number": {"dtype": "string", "id": null, "_type": "Value"}, "previous_game_id": {"dtype": "string", "id": null, "_type": "Value"}, "next_game_id": {"dtype": "string", "id": null, "_type": "Value"}, "line_score": {"game": {"FG3A": {"dtype": "string", "id": null, "_type": "Value"}, "FG3M": {"dtype": "string", "id": null, "_type": "Value"}, "FG3_PCT": {"dtype": "string", "id": null, "_type": "Value"}, "FGA": {"dtype": "string", "id": null, "_type": "Value"}, "FGM": {"dtype": "string", "id": null, "_type": "Value"}, "FG_PCT": {"dtype": "string", "id": null, "_type": "Value"}, "FTA": {"dtype": "string", "id": null, "_type": "Value"}, "FTM": {"dtype": "string", "id": null, "_type": "Value"}, "FT_PCT": {"dtype": "string", "id": null, "_type": "Value"}, "DREB": {"dtype": "string", "id": null, "_type": "Value"}, "OREB": {"dtype": "string", "id": null, "_type": "Value"}, "TREB": {"dtype": "string", "id": null, "_type": "Value"}, "BLK": {"dtype": "string", "id": null, "_type": "Value"}, "AST": {"dtype": "string", "id": null, "_type": "Value"}, "STL": {"dtype": "string", "id": null, "_type": "Value"}, "TOV": {"dtype": "string", "id": null, "_type": "Value"}, "PF": {"dtype": "string", "id": null, "_type": "Value"}, "PTS": {"dtype": "string", "id": null, "_type": "Value"}, "MIN": {"dtype": "string", "id": null, "_type": "Value"}}, "H1": {"FG3A": {"dtype": "string", "id": null, "_type": "Value"}, "FG3M": {"dtype": "string", "id": null, "_type": "Value"}, "FG3_PCT": {"dtype": "string", "id": null, "_type": "Value"}, "FGA": {"dtype": "string", "id": null, "_type": "Value"}, "FGM": {"dtype": "string", "id": null, "_type": "Value"}, "FG_PCT": {"dtype": "string", "id": null, "_type": "Value"}, "FTA": {"dtype": "string", "id": null, "_type": "Value"}, "FTM": {"dtype": "string", "id": null, "_type": "Value"}, "FT_PCT": {"dtype": "string", "id": null, "_type": "Value"}, "DREB": {"dtype": "string", "id": null, "_type": "Value"}, "OREB": {"dtype": "string", "id": null, "_type": "Value"}, "TREB": {"dtype": "string", "id": null, "_type": "Value"}, "BLK": {"dtype": "string", "id": null, "_type": "Value"}, "AST": {"dtype": "string", "id": null, "_type": "Value"}, "STL": {"dtype": "string", "id": null, "_type": "Value"}, "TOV": {"dtype": "string", "id": null, "_type": "Value"}, "PTS": {"dtype": "string", "id": null, "_type": "Value"}, "MIN": {"dtype": "string", "id": null, "_type": "Value"}}, "H2": {"FG3A": {"dtype": "string", "id": null, "_type": "Value"}, "FG3M": {"dtype": "string", "id": null, "_type": "Value"}, "FG3_PCT": {"dtype": "string", "id": null, "_type": "Value"}, "FGA": {"dtype": "string", "id": null, "_type": "Value"}, "FGM": {"dtype": "string", "id": null, "_type": "Value"}, "FG_PCT": {"dtype": "string", "id": null, "_type": "Value"}, "FTA": {"dtype": "string", "id": null, "_type": "Value"}, "FTM": {"dtype": "string", "id": null, "_type": "Value"}, "FT_PCT": {"dtype": "string", "id": null, "_type": "Value"}, "DREB": {"dtype": "string", "id": null, "_type": "Value"}, "OREB": {"dtype": "string", "id": null, "_type": "Value"}, "TREB": {"dtype": "string", "id": null, "_type": "Value"}, "BLK": {"dtype": "string", "id": null, "_type": "Value"}, "AST": {"dtype": "string", "id": null, "_type": "Value"}, "STL": {"dtype": "string", "id": null, "_type": "Value"}, "TOV": {"dtype": "string", "id": null, "_type": "Value"}, "PTS": {"dtype": "string", "id": null, "_type": "Value"}, "MIN": {"dtype": "string", "id": null, "_type": "Value"}}, "Q1": {"FG3A": {"dtype": "string", "id": null, "_type": "Value"}, "FG3M": {"dtype": "string", "id": null, "_type": "Value"}, "FG3_PCT": {"dtype": "string", "id": null, "_type": "Value"}, "FGA": {"dtype": "string", "id": null, "_type": "Value"}, "FGM": {"dtype": "string", "id": null, "_type": "Value"}, "FG_PCT": {"dtype": "string", "id": null, "_type": "Value"}, "FTA": {"dtype": "string", "id": null, "_type": "Value"}, "FTM": {"dtype": "string", "id": null, "_type": "Value"}, "FT_PCT": {"dtype": "string", "id": null, "_type": "Value"}, "DREB": {"dtype": "string", "id": null, "_type": "Value"}, "OREB": {"dtype": "string", "id": null, "_type": "Value"}, "TREB": {"dtype": "string", "id": null, "_type": "Value"}, "BLK": {"dtype": "string", "id": null, "_type": "Value"}, "AST": {"dtype": "string", "id": null, "_type": "Value"}, "STL": {"dtype": "string", "id": null, "_type": "Value"}, "TOV": {"dtype": "string", "id": null, "_type": "Value"}, "PTS": {"dtype": "string", "id": null, "_type": "Value"}, "MIN": {"dtype": "string", "id": null, "_type": "Value"}}, "Q2": {"FG3A": {"dtype": "string", "id": null, "_type": "Value"}, "FG3M": {"dtype": "string", "id": null, "_type": "Value"}, "FG3_PCT": {"dtype": "string", "id": null, "_type": "Value"}, "FGA": {"dtype": "string", "id": null, "_type": "Value"}, "FGM": {"dtype": "string", "id": null, "_type": "Value"}, "FG_PCT": {"dtype": "string", "id": null, "_type": "Value"}, "FTA": {"dtype": "string", "id": null, "_type": "Value"}, "FTM": {"dtype": "string", "id": null, "_type": "Value"}, "FT_PCT": {"dtype": "string", "id": null, "_type": "Value"}, "DREB": {"dtype": "string", "id": null, "_type": "Value"}, "OREB": {"dtype": "string", "id": null, "_type": "Value"}, "TREB": {"dtype": "string", "id": null, "_type": "Value"}, "BLK": {"dtype": "string", "id": null, "_type": "Value"}, "AST": {"dtype": "string", "id": null, "_type": "Value"}, "STL": {"dtype": "string", "id": null, "_type": "Value"}, "TOV": {"dtype": "string", "id": null, "_type": "Value"}, "PTS": {"dtype": "string", "id": null, "_type": "Value"}, "MIN": {"dtype": "string", "id": null, "_type": "Value"}}, "Q3": {"FG3A": {"dtype": "string", "id": null, "_type": "Value"}, "FG3M": {"dtype": "string", "id": null, "_type": "Value"}, "FG3_PCT": {"dtype": "string", "id": null, "_type": "Value"}, "FGA": {"dtype": "string", 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{"dtype": "string", "id": null, "_type": "Value"}, "FG3_PCT": {"dtype": "string", "id": null, "_type": "Value"}, "FGA": {"dtype": "string", "id": null, "_type": "Value"}, "FGM": {"dtype": "string", "id": null, "_type": "Value"}, "FG_PCT": {"dtype": "string", "id": null, "_type": "Value"}, "FTA": {"dtype": "string", "id": null, "_type": "Value"}, "FTM": {"dtype": "string", "id": null, "_type": "Value"}, "FT_PCT": {"dtype": "string", "id": null, "_type": "Value"}, "DREB": {"dtype": "string", "id": null, "_type": "Value"}, "OREB": {"dtype": "string", "id": null, "_type": "Value"}, "TREB": {"dtype": "string", "id": null, "_type": "Value"}, "BLK": {"dtype": "string", "id": null, "_type": "Value"}, "AST": {"dtype": "string", "id": null, "_type": "Value"}, "STL": {"dtype": "string", "id": null, "_type": "Value"}, "TOV": {"dtype": "string", "id": null, "_type": "Value"}, "PTS": {"dtype": "string", "id": null, "_type": "Value"}, "MIN": {"dtype": "string", "id": null, "_type": "Value"}}}, "box_score": [{"first_name": {"dtype": "string", "id": null, "_type": "Value"}, "last_name": {"dtype": "string", "id": null, "_type": "Value"}, "name": {"dtype": "string", "id": null, "_type": "Value"}, "starter": {"dtype": "string", "id": null, "_type": "Value"}, "MIN": {"dtype": "string", "id": null, "_type": "Value"}, "FGM": {"dtype": "string", "id": null, "_type": "Value"}, "FGA": {"dtype": "string", "id": null, "_type": "Value"}, "FG_PCT": {"dtype": "string", "id": null, "_type": "Value"}, "FG3M": {"dtype": "string", "id": null, "_type": "Value"}, "FG3A": {"dtype": "string", "id": null, "_type": "Value"}, "FG3_PCT": {"dtype": "string", "id": null, "_type": "Value"}, "FTM": {"dtype": "string", "id": null, "_type": "Value"}, "FTA": {"dtype": "string", "id": null, "_type": "Value"}, "FT_PCT": {"dtype": "string", "id": null, "_type": "Value"}, "OREB": {"dtype": "string", "id": null, "_type": "Value"}, "DREB": {"dtype": "string", "id": null, "_type": "Value"}, "TREB": {"dtype": 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"_type": "Value"}, "is_home": {"dtype": "string", "id": null, "_type": "Value"}}}, "vis": {"name": {"dtype": "string", "id": null, "_type": "Value"}, "place": {"dtype": "string", "id": null, "_type": "Value"}, "conference": {"dtype": "string", "id": null, "_type": "Value"}, "division": {"dtype": "string", "id": null, "_type": "Value"}, "wins": {"dtype": "string", "id": null, "_type": "Value"}, "losses": {"dtype": "string", "id": null, "_type": "Value"}, "conference_standing": {"dtype": "int32", "id": null, "_type": "Value"}, "game_number": {"dtype": "string", "id": null, "_type": "Value"}, "previous_game_id": {"dtype": "string", "id": null, "_type": "Value"}, "next_game_id": {"dtype": "string", "id": null, "_type": "Value"}, "line_score": {"game": {"FG3A": {"dtype": "string", "id": null, "_type": "Value"}, "FG3M": {"dtype": "string", "id": null, "_type": "Value"}, "FG3_PCT": {"dtype": "string", "id": null, "_type": "Value"}, "FGA": {"dtype": "string", "id": null, "_type": "Value"}, 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"string", "id": null, "_type": "Value"}, "PTS": {"dtype": "string", "id": null, "_type": "Value"}, "MIN": {"dtype": "string", "id": null, "_type": "Value"}}, "Q3": {"FG3A": {"dtype": "string", "id": null, "_type": "Value"}, "FG3M": {"dtype": "string", "id": null, "_type": "Value"}, "FG3_PCT": {"dtype": "string", "id": null, "_type": "Value"}, "FGA": {"dtype": "string", "id": null, "_type": "Value"}, "FGM": {"dtype": "string", "id": null, "_type": "Value"}, "FG_PCT": {"dtype": "string", "id": null, "_type": "Value"}, "FTA": {"dtype": "string", "id": null, "_type": "Value"}, "FTM": {"dtype": "string", "id": null, "_type": "Value"}, "FT_PCT": {"dtype": "string", "id": null, "_type": "Value"}, "DREB": {"dtype": "string", "id": null, "_type": "Value"}, "OREB": {"dtype": "string", "id": null, "_type": "Value"}, "TREB": {"dtype": "string", "id": null, "_type": "Value"}, "BLK": {"dtype": "string", "id": null, "_type": "Value"}, "AST": {"dtype": "string", "id": null, "_type": "Value"}, "STL": {"dtype": "string", "id": null, "_type": "Value"}, "TOV": {"dtype": "string", "id": null, "_type": "Value"}, "PTS": {"dtype": "string", "id": null, "_type": "Value"}, "MIN": {"dtype": "string", "id": null, "_type": "Value"}}, "Q4": {"FG3A": {"dtype": "string", "id": null, "_type": "Value"}, "FG3M": {"dtype": "string", "id": null, "_type": "Value"}, "FG3_PCT": {"dtype": "string", "id": null, "_type": "Value"}, "FGA": {"dtype": "string", "id": null, "_type": "Value"}, "FGM": {"dtype": "string", "id": null, "_type": "Value"}, "FG_PCT": {"dtype": "string", "id": null, "_type": "Value"}, "FTA": {"dtype": "string", "id": null, "_type": "Value"}, "FTM": {"dtype": "string", "id": null, "_type": "Value"}, "FT_PCT": {"dtype": "string", "id": null, "_type": "Value"}, "DREB": {"dtype": "string", "id": null, "_type": "Value"}, "OREB": {"dtype": "string", "id": null, "_type": "Value"}, "TREB": {"dtype": "string", "id": null, "_type": "Value"}, "BLK": {"dtype": "string", "id": null, "_type": "Value"}, "AST": {"dtype": "string", "id": null, "_type": "Value"}, "STL": {"dtype": "string", "id": null, "_type": "Value"}, "TOV": {"dtype": "string", "id": null, "_type": "Value"}, "PTS": {"dtype": "string", "id": null, "_type": "Value"}, "MIN": {"dtype": "string", "id": null, "_type": "Value"}}, "OT": {"FG3A": {"dtype": "string", "id": null, "_type": "Value"}, "FG3M": {"dtype": "string", "id": null, "_type": "Value"}, "FG3_PCT": {"dtype": "string", "id": null, "_type": "Value"}, "FGA": {"dtype": "string", "id": null, "_type": "Value"}, "FGM": {"dtype": "string", "id": null, "_type": "Value"}, "FG_PCT": {"dtype": "string", "id": null, "_type": "Value"}, "FTA": {"dtype": "string", "id": null, "_type": "Value"}, "FTM": {"dtype": "string", "id": null, "_type": "Value"}, "FT_PCT": {"dtype": "string", "id": null, "_type": "Value"}, "DREB": {"dtype": "string", "id": null, "_type": "Value"}, "OREB": {"dtype": "string", "id": null, "_type": "Value"}, "TREB": {"dtype": "string", "id": null, "_type": "Value"}, "BLK": {"dtype": "string", "id": null, "_type": "Value"}, "AST": {"dtype": "string", "id": null, "_type": "Value"}, "STL": {"dtype": "string", "id": null, "_type": "Value"}, "TOV": {"dtype": "string", "id": null, "_type": "Value"}, "PTS": {"dtype": "string", "id": null, "_type": "Value"}, "MIN": {"dtype": "string", "id": null, "_type": "Value"}}}, "box_score": [{"first_name": {"dtype": "string", "id": null, "_type": "Value"}, "last_name": {"dtype": "string", "id": null, "_type": "Value"}, "name": {"dtype": "string", "id": null, "_type": "Value"}, "starter": {"dtype": "string", "id": null, "_type": "Value"}, "MIN": {"dtype": "string", "id": null, "_type": "Value"}, "FGM": {"dtype": "string", "id": null, "_type": "Value"}, "FGA": {"dtype": "string", "id": null, "_type": "Value"}, "FG_PCT": {"dtype": "string", "id": null, "_type": "Value"}, "FG3M": {"dtype": "string", "id": null, "_type": "Value"}, "FG3A": {"dtype": "string", "id": null, "_type": "Value"}, "FG3_PCT": {"dtype": "string", "id": null, "_type": "Value"}, "FTM": {"dtype": "string", "id": null, "_type": "Value"}, "FTA": {"dtype": "string", "id": null, "_type": "Value"}, "FT_PCT": {"dtype": "string", "id": null, "_type": "Value"}, "OREB": {"dtype": "string", "id": null, "_type": "Value"}, "DREB": {"dtype": "string", "id": null, "_type": "Value"}, "TREB": {"dtype": "string", "id": null, "_type": "Value"}, "AST": {"dtype": "string", "id": null, "_type": "Value"}, "STL": {"dtype": "string", "id": null, "_type": "Value"}, "BLK": {"dtype": "string", "id": null, "_type": "Value"}, "TOV": {"dtype": "string", "id": null, "_type": "Value"}, "PF": {"dtype": "string", "id": null, "_type": "Value"}, "PTS": {"dtype": "string", "id": null, "_type": "Value"}, "+/-": {"dtype": "string", "id": null, "_type": "Value"}, "DOUBLE": {"dtype": "string", "id": null, "_type": "Value"}}], "next_game": {"day": {"dtype": "string", "id": null, "_type": "Value"}, "month": {"dtype": "string", "id": null, "_type": "Value"}, "year": {"dtype": "string", "id": null, "_type": "Value"}, "dayname": {"dtype": "string", "id": null, "_type": "Value"}, "stadium": {"dtype": "string", "id": null, "_type": "Value"}, "city": {"dtype": "string", "id": null, "_type": "Value"}, "opponent_name": {"dtype": "string", "id": null, "_type": "Value"}, "opponent_place": {"dtype": "string", "id": null, "_type": "Value"}, "is_home": {"dtype": "string", "id": null, "_type": "Value"}}}}, "summaries": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "target": {"dtype": "string", "id": null, "_type": "Value"}, "references": [{"dtype": "string", "id": null, "_type": "Value"}]}, "post_processed": null, "supervised_keys": null, "task_templates": null, "builder_name": "sport_sett_basketball", "config_name": "default", "version": {"version_str": "1.1.0", "description": null, "major": 1, "minor": 1, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 44968895, "num_examples": 3690, "dataset_name": "sport_sett_basketball"}, "test": {"name": "test", "num_bytes": 13737545, "num_examples": 1230, "dataset_name": "sport_sett_basketball"}, "validation": {"name": "validation", "num_bytes": 14144950, "num_examples": 1230, "dataset_name": "sport_sett_basketball"}}, "download_checksums": {"train.jsonl": {"num_bytes": 62442413, "checksum": "7f36933482f385000d5dedcf8f432349aa486eee1229c6aa28de2c000d2890ec"}, "validation.jsonl": {"num_bytes": 20228725, "checksum": "39e6401457f90e58e7237b2392b6f3fb1155f1b068d542cd112602200d539973"}, "test.jsonl": {"num_bytes": 20033885, "checksum": "79056913fc9e0e49b428384e64c2bbc90b450fd94316d451e17c3d3cd32dbe3a"}}, "download_size": 102705023, "post_processing_size": null, "dataset_size": 72851390, "size_in_bytes": 175556413}}

sportsett_basketball.py

@@ -17,7 +17,7 @@
 
 import csv
 import json
-import os
+import re
 
 import datasets
 
@@ -62,6 +62,22 @@ _URLs = {
 }
 
 
+def detokenize(text):
+    """
+    Untokenizing a text undoes the tokenizing operation, restoring
+    punctuation and spaces to the places that people expect them to be.
+    Ideally, `untokenize(tokenize(text))` should be identical to `text`,
+    except for line breaks.
+    """
+    step1 = text.replace("`` ", '"').replace(" ''", '"').replace('. . .',  '...')
+    step2 = step1.replace(" ( ", " (").replace(" ) ", ") ")
+    step3 = re.sub(r' ([.,:;?!%]+)([ \'"`])', r"\1\2", step2)
+    step4 = re.sub(r' ([.,:;?!%]+)$', r"\1", step3)
+    step5 = step4.replace(" '", "'").replace(" n't", "n't").replace(
+         "can not", "cannot").replace(" 've", "'ve")
+    step6 = step5.replace(" ` ", " '")
+    return step6.strip()
+
 # TODO: Name of the dataset usually match the script name with CamelCase instead of snake_case
 class SportSettBasketball(datasets.GeneratorBasedBuilder):
     """SportSett:Basketball datatset for Data-to-Text Generation."""
@@ -119,7 +135,7 @@ class SportSettBasketball(datasets.GeneratorBasedBuilder):
                                 "PF": datasets.Value("string"),
                                 "PTS": datasets.Value("string"),
                                 "MIN": datasets.Value("string")
-                            }, 
+                            },
                             "H1": {
                                 "FG3A": datasets.Value("string"),
                                 "FG3M": datasets.Value("string"),
@@ -139,7 +155,7 @@ class SportSettBasketball(datasets.GeneratorBasedBuilder):
                                 "TOV": datasets.Value("string"),
                                 "PTS": datasets.Value("string"),
                                 "MIN": datasets.Value("string")
-                            }, 
+                            },
                             "H2": {
                                 "FG3A": datasets.Value("string"),
                                 "FG3M": datasets.Value("string"),
@@ -260,8 +276,8 @@ class SportSettBasketball(datasets.GeneratorBasedBuilder):
                                 "PTS": datasets.Value("string"),
                                 "MIN": datasets.Value("string")
                             }
-                        }, 
-                        "box_score": [                            
+                        },
+                        "box_score": [
                             {
                                 "first_name": datasets.Value("string"),
                                 "last_name": datasets.Value("string"),
@@ -289,7 +305,7 @@ class SportSettBasketball(datasets.GeneratorBasedBuilder):
                                 "+/-": datasets.Value("string"),
                                 "DOUBLE": datasets.Value("string")
                             }
-                        ], 
+                        ],
                         "next_game": {
                             "day": datasets.Value("string"),
                             "month": datasets.Value("string"),
@@ -334,7 +350,7 @@ class SportSettBasketball(datasets.GeneratorBasedBuilder):
                                 "PF": datasets.Value("string"),
                                 "PTS": datasets.Value("string"),
                                 "MIN": datasets.Value("string")
-                            }, 
+                            },
                             "H1": {
                                 "FG3A": datasets.Value("string"),
                                 "FG3M": datasets.Value("string"),
@@ -354,7 +370,7 @@ class SportSettBasketball(datasets.GeneratorBasedBuilder):
                                 "TOV": datasets.Value("string"),
                                 "PTS": datasets.Value("string"),
                                 "MIN": datasets.Value("string")
-                            }, 
+                            },
                             "H2": {
                                 "FG3A": datasets.Value("string"),
                                 "FG3M": datasets.Value("string"),
@@ -475,8 +491,8 @@ class SportSettBasketball(datasets.GeneratorBasedBuilder):
                                 "PTS": datasets.Value("string"),
                                 "MIN": datasets.Value("string")
                             }
-                        }, 
-                        "box_score": [                            
+                        },
+                        "box_score": [
                             {
                                 "first_name": datasets.Value("string"),
                                 "last_name": datasets.Value("string"),
@@ -504,7 +520,7 @@ class SportSettBasketball(datasets.GeneratorBasedBuilder):
                                 "+/-": datasets.Value("string"),
                                 "DOUBLE": datasets.Value("string")
                             }
-                        ], 
+                        ],
                         "next_game": {
                             "day": datasets.Value("string"),
                             "month": datasets.Value("string"),
@@ -519,6 +535,8 @@ class SportSettBasketball(datasets.GeneratorBasedBuilder):
                     }
                 },
                 "summaries": datasets.Sequence(datasets.Value("string")),
+                "target": datasets.Value("string"),
+                "references": [datasets.Value("string")]
             }
         )
         return datasets.DatasetInfo(
@@ -583,4 +601,6 @@ class SportSettBasketball(datasets.GeneratorBasedBuilder):
                     "game": data["game"],
                     "teams": data["teams"],
                     "summaries": data["summaries"],
+                    "target": detokenize(data["summaries"][0]),
+                    "references": [detokenize(s) for s in data["summaries"]]
                 }