{"url":"/dataset/amr-bank","name":"AMR Bank","full_name":"Abstract Meaning Representation","description_markdown":"The **AMR Bank** is a set of English sentences paired with simple, readable semantic representations. Version 3.0 released in 2020 consists of 59,255 sentences.\r\n\r\nEach AMR is a single rooted, directed graph. AMRs include PropBank semantic roles, within-sentence coreference, named entities and types, modality, negation, questions, quantities, and so on.\r\n\r\nThe image presents an AMR of a sample sentence “The boy wants to go”.\r\n\r\nSource: [https://amr.isi.edu/](https://amr.isi.edu/)\r\nImage Source: [https://amr.isi.edu/language.html](https://amr.isi.edu/language.html)","description_withheld":null,"homepage":"https://amr.isi.edu/","introduced_date":"2013-01-01","introduced_date_note":null,"introduced_by":{"paper":"/paper/abstract-meaning-representation-for","title":"Abstract Meaning Representation for Sembanking","first_author":"Laura Banarescu","url":null},"license":{"name":"Unknown","url":null},"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Text Generation","url":"/task/text-generation","datasets_with_task":"/datasets/task/text-generation"},{"name":"Semantic Parsing","url":"/task/semantic-parsing","datasets_with_task":"/datasets/task/semantic-parsing"},{"name":"Abstractive Text Summarization","url":"/task/abstractive-text-summarization","datasets_with_task":"/datasets/task/abstractive-text-summarization"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["AMR (english, MRP 2020)","AMR Bank"],"data_loaders":[],"num_papers_in_archive":22,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/semantic-parsing-on-amr-english-mrp-2020","task":"Semantic Parsing","dataset_variant":"AMR (english, MRP 2020)","rows":2,"metrics":["F1"],"first_row_in_archive_order":{"model":"PERIN","paper":"/paper/ufal-at-mrp-2020-permutation-invariant","metrics":{"F1":"80.23"},"code_links":[{"title":"ufal/perin","url":"https://github.com/ufal/perin"},{"title":"gotheregit/chinese-amr","url":"https://github.com/gotheregit/chinese-amr"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/ufal-at-mrp-2020-permutation-invariant","title":"ÚFAL at MRP 2020: Permutation-invariant Semantic Parsing in PERIN","date":"2020-11-02","rows_on_this_dataset":1,"code_links":2,"syntology":null},{"paper":"/paper/huji-ku-at-mrp-2020-two-transition-based","title":"HUJI-KU at MRP~2020: Two Transition-based Neural Parsers","date":"2020-10-12","rows_on_this_dataset":1,"code_links":0,"syntology":null}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"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."}