{ "plain_text": { "description": "The Adversarial Natural Language Inference (ANLI) is a new large-scale NLI benchmark dataset,\nThe dataset is collected via an iterative, adversarial human-and-model-in-the-loop procedure.\nANLI is much more difficult than its predecessors including SNLI and MNLI.\nIt contains three rounds. Each round has train/dev/test splits.\n", "citation": "@InProceedings{nie2019adversarial,\n title={Adversarial NLI: A New Benchmark for Natural Language Understanding},\n author={Nie, Yixin\n and Williams, Adina\n and Dinan, Emily\n and Bansal, Mohit\n and Weston, Jason\n and Kiela, Douwe},\n booktitle = \"Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics\",\n year = \"2020\",\n publisher = \"Association for Computational Linguistics\",\n}\n", "homepage": "https://github.com/facebookresearch/anli/", "license": "", "features": { "uid": { "dtype": "string", "_type": "Value" }, "premise": { "dtype": "string", "_type": "Value" }, "hypothesis": { "dtype": "string", "_type": "Value" }, "label": { "names": [ "entailment", "neutral", "contradiction" ], "_type": "ClassLabel" }, "reason": { "dtype": "string", "_type": "Value" } }, "builder_name": "anli", "dataset_name": "anli", "config_name": "plain_text", "version": { "version_str": "0.1.0", "description": "", "major": 0, "minor": 1, "patch": 0 }, "splits": { "train_r1": { "name": "train_r1", "num_bytes": 8006888, "num_examples": 16946, "dataset_name": null }, "dev_r1": { "name": "dev_r1", "num_bytes": 573428, "num_examples": 1000, "dataset_name": null }, "test_r1": { "name": "test_r1", "num_bytes": 574917, "num_examples": 1000, "dataset_name": null }, "train_r2": { "name": "train_r2", "num_bytes": 20801581, "num_examples": 45460, "dataset_name": null }, "dev_r2": { "name": "dev_r2", "num_bytes": 556066, "num_examples": 1000, "dataset_name": null }, "test_r2": { "name": "test_r2", "num_bytes": 572639, "num_examples": 1000, "dataset_name": null }, "train_r3": { "name": "train_r3", "num_bytes": 44720719, "num_examples": 100459, "dataset_name": null }, "dev_r3": { "name": "dev_r3", "num_bytes": 663148, "num_examples": 1200, "dataset_name": null }, "test_r3": { "name": "test_r3", "num_bytes": 657586, "num_examples": 1200, "dataset_name": null } }, "download_size": 26286748, "dataset_size": 77126972, "size_in_bytes": 103413720 } }