{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2025:QPGEWORWXPERVNZXYK3C623ZGD","short_pith_number":"pith:QPGEWORW","schema_version":"1.0","canonical_sha256":"83cc4b3a36bbc91ab737c2b62f6b7930ddb4e0c8b7a8d5ae721330b63191c661","source":{"kind":"arxiv","id":"2501.16181","version":1},"attestation_state":"computed","paper":{"title":"Can summarization approximate simplification? A gold standard comparison","license":"http://creativecommons.org/licenses/by-sa/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CL","authors_text":"Eduard Barbu, Giacomo Magnifico","submitted_at":"2025-01-27T16:27:41Z","abstract_excerpt":"This study explores the overlap between text summarization and simplification outputs. While summarization evaluation methods are streamlined, simplification lacks cohesion, prompting the question: how closely can abstractive summarization resemble gold-standard simplification? We address this by applying two BART-based BRIO summarization methods to the Newsela corpus, comparing outputs with manually annotated simplifications and achieving a top ROUGE-L score of 0.654. This provides insight into where summarization and simplification outputs converge and differ."},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2501.16181","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2025-01-27T16:27:41Z","cross_cats_sorted":[],"title_canon_sha256":"8533140d7e96c6137777dcfcb59285cf1021f243a33e70c269514992dba1e207","abstract_canon_sha256":"c81ed1b19443323bf8fe5463e89a68ea105761cc4e13d7d4947bc141d3281049"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T10:51:31.870096Z","signature_b64":"gjdlBO7lhrZUANbQ5rMnf9pjC1/5UFFfN/aeI6SOkm5jUivj4Ocirvl/bsCrFHjbtIitwydP82xEVUdlIP6jDw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"83cc4b3a36bbc91ab737c2b62f6b7930ddb4e0c8b7a8d5ae721330b63191c661","last_reissued_at":"2026-07-05T10:51:31.869583Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T10:51:31.869583Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Can summarization approximate simplification? A gold standard comparison","license":"http://creativecommons.org/licenses/by-sa/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CL","authors_text":"Eduard Barbu, Giacomo Magnifico","submitted_at":"2025-01-27T16:27:41Z","abstract_excerpt":"This study explores the overlap between text summarization and simplification outputs. While summarization evaluation methods are streamlined, simplification lacks cohesion, prompting the question: how closely can abstractive summarization resemble gold-standard simplification? We address this by applying two BART-based BRIO summarization methods to the Newsela corpus, comparing outputs with manually annotated simplifications and achieving a top ROUGE-L score of 0.654. This provides insight into where summarization and simplification outputs converge and differ."},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2501.16181","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2501.16181/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"aliases":[{"alias_kind":"arxiv","alias_value":"2501.16181","created_at":"2026-07-05T10:51:31.869644+00:00"},{"alias_kind":"arxiv_version","alias_value":"2501.16181v1","created_at":"2026-07-05T10:51:31.869644+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2501.16181","created_at":"2026-07-05T10:51:31.869644+00:00"},{"alias_kind":"pith_short_12","alias_value":"QPGEWORWXPER","created_at":"2026-07-05T10:51:31.869644+00:00"},{"alias_kind":"pith_short_16","alias_value":"QPGEWORWXPERVNZX","created_at":"2026-07-05T10:51:31.869644+00:00"},{"alias_kind":"pith_short_8","alias_value":"QPGEWORW","created_at":"2026-07-05T10:51:31.869644+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/QPGEWORWXPERVNZXYK3C623ZGD","json":"https://pith.science/pith/QPGEWORWXPERVNZXYK3C623ZGD.json","graph_json":"https://pith.science/api/pith-number/QPGEWORWXPERVNZXYK3C623ZGD/graph.json","events_json":"https://pith.science/api/pith-number/QPGEWORWXPERVNZXYK3C623ZGD/events.json","paper":"https://pith.science/paper/QPGEWORW"},"agent_actions":{"view_html":"https://pith.science/pith/QPGEWORWXPERVNZXYK3C623ZGD","download_json":"https://pith.science/pith/QPGEWORWXPERVNZXYK3C623ZGD.json","view_paper":"https://pith.science/paper/QPGEWORW","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2501.16181&json=true","fetch_graph":"https://pith.science/api/pith-number/QPGEWORWXPERVNZXYK3C623ZGD/graph.json","fetch_events":"https://pith.science/api/pith-number/QPGEWORWXPERVNZXYK3C623ZGD/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/QPGEWORWXPERVNZXYK3C623ZGD/action/timestamp_anchor","attest_storage":"https://pith.science/pith/QPGEWORWXPERVNZXYK3C623ZGD/action/storage_attestation","attest_author":"https://pith.science/pith/QPGEWORWXPERVNZXYK3C623ZGD/action/author_attestation","sign_citation":"https://pith.science/pith/QPGEWORWXPERVNZXYK3C623ZGD/action/citation_signature","submit_replication":"https://pith.science/pith/QPGEWORWXPERVNZXYK3C623ZGD/action/replication_record"}},"created_at":"2026-07-05T10:51:31.869644+00:00","updated_at":"2026-07-05T10:51:31.869644+00:00"}