{"default": {"description": "CommonGen is a constrained text generation task, associated with a benchmark dataset, \nto explicitly test machines for the ability of generative commonsense reasoning. Given \na set of common concepts; the task is to generate a coherent sentence describing an \neveryday scenario using these concepts.\n\nCommonGen is challenging because it inherently requires 1) relational reasoning using \nbackground commonsense knowledge, and 2) compositional generalization ability to work \non unseen concept combinations. Our dataset, constructed through a combination of \ncrowd-sourcing from AMT and existing caption corpora, consists of 30k concept-sets and \n50k sentences in total.\n", "citation": "@inproceedings{lin-etal-2020-commongen,\n     author = {Bill Yuchen Lin and Wangchunshu Zhou and Ming Shen and Pei Zhou and Chandra Bhagavatula and Yejin Choi and Xiang Ren},\n     title = {{C}ommon{G}en: A Constrained Text Generation Challenge for Generative Commonsense Reasoning},\n     booktitle = {Findings of the Association for Computational Linguistics: EMNLP 2020},\n  year = {2020}\n}\n", "homepage": "https://inklab.usc.edu/CommonGen/index.html", "license": "", "features": {"concept_set_idx": {"dtype": "int32", "id": null, "_type": "Value"}, "concepts": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "target": {"dtype": "string", "id": null, "_type": "Value"}}, "post_processed": null, "supervised_keys": {"input": "concepts", "output": "target"}, "builder_name": "common_gen", "config_name": "default", "version": {"version_str": "2020.5.30", "description": null, "datasets_version_to_prepare": null, "major": 2020, "minor": 5, "patch": 30}, "splits": {"train": {"name": "train", "num_bytes": 6724250, "num_examples": 67389, "dataset_name": "common_gen"}, "validation": {"name": "validation", "num_bytes": 408752, "num_examples": 4018, "dataset_name": "common_gen"}, "test": {"name": "test", "num_bytes": 77530, "num_examples": 1497, "dataset_name": "common_gen"}}, "download_checksums": {"https://storage.googleapis.com/huggingface-nlp/datasets/common_gen/commongen_data.zip": {"num_bytes": 1845699, "checksum": "a3f19ca607da4e874fc5f2dd1f53c13a6788a497f883d74cc3f9a1fcda44c594"}}, "download_size": 1845699, "post_processing_size": null, "dataset_size": 7210532, "size_in_bytes": 9056231}}