{"url":"/task/aspect-sentiment-opinion-triplet-extraction","name":"Aspect-Sentiment-Opinion Triplet Extraction","slug":"aspect-sentiment-opinion-triplet-extraction","description_markdown":"Aspect-Sentiment-Opinion Triplet Extraction (ASOTE) extracts aspect term, sentiment and opinion term triplets from sentences. In the triplet extracted by ASOTE the sentiment is the sentiment of the aspect term and opinion term pair.","categories":[{"name":"Natural Language Processing","url":"/area/natural-language-processing"}],"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","slug_source":"derived"},"counts":{"papers_tagged":3,"papers_with_code":3,"benchmarks":1,"benchmark_tables_in_archive":1,"benchmark_tables_shown":1,"benchmark_tables_withheld_as_spam":0,"benchmark_definition":"a leaderboard table with at least one row; benchmark_tables_shown also counts the zero-row tables; benchmark_tables_in_archive adds the tables withheld as spam","datasets":0,"subtasks":0,"parent_tasks":1},"benchmarks":[{"leaderboard":"/sota/aspect-sentiment-opinion-triplet-extraction","slug":"aspect-sentiment-opinion-triplet-extraction","dataset":"Res14","dataset_url":null,"rows_in_archive":2,"metrics":["F1 score","Precision"],"first_row_in_archive_order":{"model":"PBF","paper_title":"A More Fine-Grained Aspect-Sentiment-Opinion Triplet Extraction Task","paper_url":"/paper/a-more-fine-grained-aspect-sentiment-opinion","paper_date":"2021-03-29","arxiv_id":"2103.15255","code_links":[{"title":"l294265421/ASOTE","url":"https://github.com/l294265421/ASOTE"},{"title":"l294265421/entire-space-aste","url":"https://github.com/l294265421/entire-space-aste"},{"title":"l294265421/SIGIR22-TOWE","url":"https://github.com/l294265421/SIGIR22-TOWE"},{"title":"l294265421/OTE-MTL-ASOTE","url":"https://github.com/l294265421/OTE-MTL-ASOTE"},{"title":"l294265421/GTS-ASOTE","url":"https://github.com/l294265421/GTS-ASOTE"}],"syntology":null}}],"datasets":[],"subtasks":[],"parent_tasks":[{"url":"/task/aspect-based-sentiment-analysis","name":"Aspect-Based Sentiment Analysis (ABSA)"}],"papers":{"order":"repositories listed in the archive (desc), then date (desc); the archive holds no stars","population":"papers tagged with this task that list at least one repository in the archive","shown":3,"of":3,"tagged_in_all":3,"items":[{"url":"/paper/a-more-fine-grained-aspect-sentiment-opinion","title":"A More Fine-Grained Aspect-Sentiment-Opinion Triplet Extraction Task","date":"2021-03-29","arxiv_id":"2103.15255","repositories_listed":5,"syntology":null},{"url":"/paper/grid-tagging-scheme-for-aspect-oriented-fine","title":"Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion Extraction","date":"2020-10-09","arxiv_id":"2010.04640","repositories_listed":3,"syntology":null},{"url":"/paper/mvp-multi-view-prompting-improves-aspect","title":"MvP: Multi-view Prompting Improves Aspect Sentiment Tuple Prediction","date":"2023-05-22","arxiv_id":"2305.12627","repositories_listed":1,"syntology":null}],"syntology_records":0,"syntology_note":"a paper without a record is not a recorded non-run: it may lack an arXiv id or simply be absent from the graph layer"},"description_links":{"kept":0,"unwrapped_to_text":0,"bare_urls_linked":0,"relative_images_dropped":0,"rule":"internal links are kept only when the target slug exists in the catalog"},"syntology":{"read_at":"2026-09-24T18:15:14+00:00","claim":"Per-sample execution status on synthesized fixtures ('ran N of M samples'); not a correctness claim and not a ranking signal.","status_vocabulary":{"ran_honours":"ran, honoured the contract we drafted","ran_violates":"ran, violated the contract we drafted","ran_draft_wrong":"ran; our contract draft was wrong, not the code","ran_fixture":"ran; our fixture could not drive it","ran":"ran on a synthesized input","unverified":"unverified (harvested, no recorded run)"}},"not_shown":{"libraries":"the archive has no per-task library table","trend_sparklines":"the Trend column of the benchmarks table was a rendered image; it is not in the archive","social_and_latest_sorts":"stars and social signals are not in the archive"}}