Datasets:
Tasks:
Table to Text
Modalities:
Text
Languages:
English
Size:
100K - 1M
ArXiv:
Tags:
data-to-text
License:
{"totto": {"description": "ToTTo is an open-domain English table-to-text dataset with over 120,000 training examples that proposes a controlled generation task: given a Wikipedia table and a set of highlighted table cells, produce a one-sentence description. \n", "citation": "\\@inproceedings{parikh2020totto,\ntitle={{ToTTo}: A Controlled Table-To-Text Generation Dataset},\nauthor={Parikh, Ankur P and Wang, Xuezhi and Gehrmann, Sebastian and Faruqui, Manaal and Dhingra, Bhuwan and Yang, Diyi and Das, Dipanjan},\nbooktitle={Proceedings of EMNLP},\nyear={2020}\n}\n", "homepage": "", "license": "", "features": {"gem_id": {"dtype": "string", "id": null, "_type": "Value"}, "gem_parent_id": {"dtype": "string", "id": null, "_type": "Value"}, "totto_id": {"dtype": "int32", "id": null, "_type": "Value"}, "table_page_title": {"dtype": "string", "id": null, "_type": "Value"}, "table_webpage_url": {"dtype": "string", "id": null, "_type": "Value"}, "table_section_title": {"dtype": "string", "id": null, "_type": "Value"}, "table_section_text": {"dtype": "string", "id": null, "_type": "Value"}, "table": [[{"column_span": {"dtype": "int32", "id": null, "_type": "Value"}, "is_header": {"dtype": "bool", "id": null, "_type": "Value"}, "row_span": {"dtype": "int32", "id": null, "_type": "Value"}, "value": {"dtype": "string", "id": null, "_type": "Value"}}]], "highlighted_cells": [[{"dtype": "int32", "id": null, "_type": "Value"}]], "example_id": {"dtype": "string", "id": null, "_type": "Value"}, "sentence_annotations": [{"original_sentence": {"dtype": "string", "id": null, "_type": "Value"}, "sentence_after_deletion": {"dtype": "string", "id": null, "_type": "Value"}, "sentence_after_ambiguity": {"dtype": "string", "id": null, "_type": "Value"}, "final_sentence": {"dtype": "string", "id": null, "_type": "Value"}}], "overlap_subset": {"dtype": "string", "id": null, "_type": "Value"}, "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": "mlsum", "config_name": "totto", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 669655077, "num_examples": 121153, "dataset_name": "mlsum"}, "validation": {"name": "validation", "num_bytes": 50334466, "num_examples": 7700, "dataset_name": "mlsum"}, "test": {"name": "test", "num_bytes": 40896774, "num_examples": 7700, "dataset_name": "mlsum"}, "challenge_train_sample": {"name": "challenge_train_sample", "num_bytes": 2262167, "num_examples": 500, "dataset_name": "mlsum"}, "challenge_validation_sample": {"name": "challenge_validation_sample", "num_bytes": 3371787, "num_examples": 500, "dataset_name": "mlsum"}, "challenge_test_scramble": {"name": "challenge_test_scramble", "num_bytes": 2612484, "num_examples": 500, "dataset_name": "mlsum"}}, "download_checksums": {"https://storage.googleapis.com/totto-public/totto_data.zip": {"num_bytes": 187724372, "checksum": "0aab72597057394514fd9659745fd2b318d1a64bf0b2ca1b2c339abe0692fdf2"}, "https://storage.googleapis.com/huggingface-nlp/datasets/gem/gem_challenge_sets/totto.zip": {"num_bytes": 1810237, "checksum": "86bcec978edc44caa7a313944cecaaeb52e4685ee05f7be073911a15665d5ac3"}}, "download_size": 189534609, "post_processing_size": null, "dataset_size": 769132755, "size_in_bytes": 958667364}} |