{"url":"/task/argument-pair-extraction-ape","name":"Argument Pair Extraction (APE)","slug":"argument-pair-extraction-ape","description_markdown":"Argument pair extraction (APE) aims to extract interactive argument pairs from two passages of a discussion.","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":"archive_url"},"counts":{"papers_tagged":5,"papers_with_code":4,"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":1,"subtasks":0,"parent_tasks":1},"benchmarks":[{"leaderboard":"/sota/argument-pair-extraction-ape-on-rr","slug":"argument-pair-extraction-ape-on-rr","dataset":"RR","dataset_url":"/dataset/rr","rows_in_archive":3,"metrics":["Overall F1"],"first_row_in_archive_order":{"model":"MGF","paper_title":"Argument Pair Extraction with Mutual Guidance and Inter-sentence Relation Graph","paper_url":"/paper/argument-pair-extraction-with-mutual-guidance","paper_date":"","arxiv_id":null,"code_links":[],"syntology":null}}],"datasets":[{"url":"/dataset/rr","name":"RR","full_name":"Review-Rebuttal","num_papers_in_archive":4}],"subtasks":[],"parent_tasks":[{"url":"/task/argument-mining","name":"Argument Mining"}],"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":4,"of":4,"tagged_in_all":5,"items":[{"url":"/paper/i-wish-to-have-an-argument-argumentative","title":"\"I'd Like to Have an Argument, Please\": Argumentative Reasoning in Large Language Models","date":"2023-09-29","arxiv_id":"2309.16938","repositories_listed":1,"syntology":null},{"url":"/paper/have-my-arguments-been-replied-to-argument","title":"Have my arguments been replied to? Argument Pair Extraction as Machine Reading Comprehension","date":"2022-05-01","arxiv_id":null,"repositories_listed":1,"syntology":null},{"url":"/paper/argument-pair-extraction-via-attention-guided","title":"Argument Pair Extraction via Attention-guided Multi-Layer Multi-Cross Encoding","date":"2021-08-01","arxiv_id":null,"repositories_listed":1,"syntology":null},{"url":"/paper/ape-argument-pair-extraction-from-peer-review","title":"APE: Argument Pair Extraction from Peer Review and Rebuttal via Multi-task Learning","date":"2020-11-01","arxiv_id":null,"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"}}