{"url":"/dataset/aste-data-v2","name":"ASTE-Data-V2","full_name":null,"description_markdown":"A benchmark dataset for the Aspect Sentiment Triplet Extraction, an updated version of ASTE-Data-V1.","description_withheld":null,"homepage":"https://github.com/xuuuluuu/SemEval-Triplet-data","introduced_date":"2020-10-06","introduced_date_note":null,"introduced_by":{"paper":"/paper/position-aware-tagging-for-aspect-sentiment","title":"Position-Aware Tagging for Aspect Sentiment Triplet Extraction","first_author":"Lu Xu","url":null},"license":null,"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Aspect Sentiment Triplet Extraction","url":"/task/aspect-sentiment-triplet-extraction","datasets_with_task":"/datasets/task/aspect-sentiment-triplet-extraction"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["ASTE-Data-V2"],"data_loaders":[],"num_papers_in_archive":24,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/aspect-sentiment-triplet-extraction-on-aste","task":"Aspect Sentiment Triplet Extraction","dataset_variant":"ASTE-Data-V2","rows":11,"metrics":["F1"],"first_row_in_archive_order":{"model":"MiniConGTS","paper":"/paper/minicongts-a-near-ultimate-minimalist","metrics":{"F1":"75.59"},"code_links":[{"title":"qiaosun22/MiniConGTS","url":"https://github.com/qiaosun22/MiniConGTS"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/minicongts-a-near-ultimate-minimalist","title":"MiniConGTS: A Near Ultimate Minimalist Contrastive Grid Tagging Scheme for Aspect Sentiment Triplet Extraction","date":"2024-06-17","rows_on_this_dataset":1,"code_links":1,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":1,"samples_ran":0,"samples_unverified":1,"pointer_only_for_licence":0,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/contraste-supervised-contrastive-pre-training","title":"CONTRASTE: Supervised Contrastive Pre-training With Aspect-based Prompts For Aspect Sentiment Triplet Extraction","date":"2023-10-24","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/span-level-bidirectional-cross-attention","title":"A Span-level Bidirectional Network for Aspect Sentiment Triplet Extraction","date":"2022-04-27","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/nonautoregressive-encoder-decoder-neural","title":"Nonautoregressive Encoder-Decoder Neural Framework for End-to-End Aspect-Based Sentiment Triplet Extraction","date":"2021-12-03","rows_on_this_dataset":1,"code_links":0,"syntology":null},{"paper":"/paper/aspect-sentiment-triplet-extraction-using","title":"Aspect Sentiment Triplet Extraction Using Reinforcement Learning","date":"2021-08-13","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/towards-generative-aspect-based-sentiment","title":"Towards Generative Aspect-Based Sentiment Analysis","date":"2021-08-01","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/learning-span-level-interactions-for-aspect","title":"Learning Span-Level Interactions for Aspect Sentiment Triplet Extraction","date":"2021-07-26","rows_on_this_dataset":1,"code_links":2,"syntology":null},{"paper":"/paper/a-unified-generative-framework-for-aspect","title":"A Unified Generative Framework for Aspect-Based Sentiment Analysis","date":"2021-06-08","rows_on_this_dataset":1,"code_links":3,"syntology":null},{"paper":"/paper/first-target-and-opinion-then-polarity","title":"First Target and Opinion then Polarity: Enhancing Target-opinion Correlation for Aspect Sentiment Triplet Extraction","date":"2021-02-17","rows_on_this_dataset":1,"code_links":0,"syntology":null},{"paper":"/paper/grid-tagging-scheme-for-aspect-oriented-fine","title":"Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion Extraction","date":"2020-10-09","rows_on_this_dataset":1,"code_links":3,"syntology":null},{"paper":"/paper/position-aware-tagging-for-aspect-sentiment","title":"Position-Aware Tagging for Aspect Sentiment Triplet Extraction","date":"2020-10-06","rows_on_this_dataset":1,"code_links":4,"syntology":null}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":1,"samples_harvested":1,"samples_ran":0,"samples_unverified":1,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":1,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}