{"url":"/task/semantic-role-labeling-predicted-predicates","name":"Semantic Role Labeling (predicted predicates)","slug":"semantic-role-labeling-predicted-predicates","description_markdown":"PropBank semantic role labeling with predicted predicates.","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":4,"papers_with_code":4,"benchmarks":2,"benchmark_tables_in_archive":2,"benchmark_tables_shown":2,"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":3,"subtasks":0,"parent_tasks":1},"benchmarks":[{"leaderboard":"/sota/semantic-role-labeling-predicted-predicates-1","slug":"semantic-role-labeling-predicted-predicates-1","dataset":"CoNLL 2012","dataset_url":"/dataset/conll-1","rows_in_archive":7,"metrics":["F1"],"first_row_in_archive_order":{"model":"Fei et al. 2021 (HeSyFu) + RoBERTa","paper_title":"Better Combine Them Together! Integrating Syntactic Constituency and Dependency Representations for Semantic Role Labeling","paper_url":"/paper/better-combine-them-together-integrating","paper_date":"","arxiv_id":null,"code_links":[{"title":"scofield7419/hesyfu","url":"https://github.com/scofield7419/hesyfu"}],"syntology":null}},{"leaderboard":"/sota/semantic-role-labeling-predicted-predicates","slug":"semantic-role-labeling-predicted-predicates","dataset":"CoNLL 2005","dataset_url":"/dataset/conll-1","rows_in_archive":5,"metrics":["F1"],"first_row_in_archive_order":{"model":"LISA + ELMo","paper_title":"Linguistically-Informed Self-Attention for Semantic Role Labeling","paper_url":"/paper/linguistically-informed-self-attention-for","paper_date":"2018-04-23","arxiv_id":"1804.08199","code_links":[{"title":"strubell/LISA","url":"https://github.com/strubell/LISA"}],"syntology":{"n":14,"n_ran":0,"n_unverified":14,"n_pointer_only":0}}}],"datasets":[{"url":"/dataset/conll-1","name":"CoNLL","full_name":"","num_papers_in_archive":187},{"url":"/dataset/conll-2012-1","name":"CoNLL-2012","full_name":"","num_papers_in_archive":89},{"url":"/dataset/productreviews2017","name":"Product Reviews 2017","full_name":"","num_papers_in_archive":1}],"subtasks":[],"parent_tasks":[{"url":"/task/semantic-role-labeling","name":"Semantic Role Labeling"}],"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":4,"items":[{"url":"/paper/generalizing-natural-language-analysis-1","title":"Generalizing Natural Language Analysis through Span-relation Representations","date":"2019-11-10","arxiv_id":"1911.03822","repositories_listed":3,"syntology":null},{"url":"/paper/semantic-role-labeling-as-dependency-parsing","title":"Semantic Role Labeling as Dependency Parsing: Exploring Latent Tree Structures Inside Arguments","date":"2021-10-13","arxiv_id":"2110.06865","repositories_listed":1,"syntology":{"n":1,"n_ran":0,"n_unverified":1,"n_pointer_only":0}},{"url":"/paper/better-combine-them-together-integrating","title":"Better Combine Them Together! Integrating Syntactic Constituency and Dependency Representations for Semantic Role Labeling","date":"2021-08-01","arxiv_id":null,"repositories_listed":1,"syntology":null},{"url":"/paper/linguistically-informed-self-attention-for","title":"Linguistically-Informed Self-Attention for Semantic Role Labeling","date":"2018-04-23","arxiv_id":"1804.08199","repositories_listed":1,"syntology":{"n":14,"n_ran":0,"n_unverified":14,"n_pointer_only":0}}],"syntology_records":2,"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"}}