{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:VTCN4PWAF2FVVWUQJZRYCV6D5L","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"8f6869bdf850109383ef5f9ed5d994bf6787f8a3875eaf541f198c0647b21be3","cross_cats_sorted":["cs.LG"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2024-05-15T07:32:43Z","title_canon_sha256":"c2d69ebb32d50959157d8012f3a7aff4e2ad2493a79ebf6ce0a7819952ecbbb0"},"schema_version":"1.0","source":{"id":"2405.09153","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2405.09153","created_at":"2026-07-05T08:19:26Z"},{"alias_kind":"arxiv_version","alias_value":"2405.09153v1","created_at":"2026-07-05T08:19:26Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2405.09153","created_at":"2026-07-05T08:19:26Z"},{"alias_kind":"pith_short_12","alias_value":"VTCN4PWAF2FV","created_at":"2026-07-05T08:19:26Z"},{"alias_kind":"pith_short_16","alias_value":"VTCN4PWAF2FVVWUQ","created_at":"2026-07-05T08:19:26Z"},{"alias_kind":"pith_short_8","alias_value":"VTCN4PWA","created_at":"2026-07-05T08:19:26Z"}],"graph_snapshots":[{"event_id":"sha256:d451f05c37db12b6f5fa69d912b81b62783afdff54017ba36e0f4787fea55323","target":"graph","created_at":"2026-07-05T08:19:26Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2405.09153/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"This paper is dedicated to the design and evaluation of the first AMR parser tailored for clinical notes. Our objective was to facilitate the precise transformation of the clinical notes into structured AMR expressions, thereby enhancing the interpretability and usability of clinical text data at scale. Leveraging the colon cancer dataset from the Temporal Histories of Your Medical Events (THYME) corpus, we adapted a state-of-the-art AMR parser utilizing continuous training. Our approach incorporates data augmentation techniques to enhance the accuracy of AMR structure predictions. Notably, th","authors_text":"Guergana K. Savova, James H. Martin, Jon Z. Cai, Kristin Wright-Bettner, Martha Palmer","cross_cats":["cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2024-05-15T07:32:43Z","title":"Adapting Abstract Meaning Representation Parsing to the Clinical Narrative -- the SPRING THYME parser"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2405.09153","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:0b06759d5bbd3a889f50ef0d3282ab26ead4a2078b541fe53e50dab5964f0ebe","target":"record","created_at":"2026-07-05T08:19:26Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"8f6869bdf850109383ef5f9ed5d994bf6787f8a3875eaf541f198c0647b21be3","cross_cats_sorted":["cs.LG"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2024-05-15T07:32:43Z","title_canon_sha256":"c2d69ebb32d50959157d8012f3a7aff4e2ad2493a79ebf6ce0a7819952ecbbb0"},"schema_version":"1.0","source":{"id":"2405.09153","kind":"arxiv","version":1}},"canonical_sha256":"acc4de3ec02e8b5ada904e638157c3ead941159149c574493103cf695014323b","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"acc4de3ec02e8b5ada904e638157c3ead941159149c574493103cf695014323b","first_computed_at":"2026-07-05T08:19:26.328773Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:19:26.328773Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"IlhGnGrvOgNwthW5ljn/PN/TblKdevQOXt7t+icccAIcTKkjspH8D3oBFPRvDKRGdCKzbwqTHKqnv4b8QeLmBg==","signature_status":"signed_v1","signed_at":"2026-07-05T08:19:26.329213Z","signed_message":"canonical_sha256_bytes"},"source_id":"2405.09153","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:0b06759d5bbd3a889f50ef0d3282ab26ead4a2078b541fe53e50dab5964f0ebe","sha256:d451f05c37db12b6f5fa69d912b81b62783afdff54017ba36e0f4787fea55323"],"state_sha256":"3cc68956efaa947b126e20acbad940fb057420f78cedb00da585da5425b506f9"}