{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:DBSXVP32PJPLJJJOLU77AVUPLN","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":"6ba48f043a0b454b519f3a6d669a3c1c01b9227e3161e8624a3c033af88df100","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2024-10-31T12:20:24Z","title_canon_sha256":"c18e0d076f72cf8b67162ccb94e1060417241a8ffa84e77d21238a5eba34d255"},"schema_version":"1.0","source":{"id":"2410.23866","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2410.23866","created_at":"2026-07-05T09:29:06Z"},{"alias_kind":"arxiv_version","alias_value":"2410.23866v1","created_at":"2026-07-05T09:29:06Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2410.23866","created_at":"2026-07-05T09:29:06Z"},{"alias_kind":"pith_short_12","alias_value":"DBSXVP32PJPL","created_at":"2026-07-05T09:29:06Z"},{"alias_kind":"pith_short_16","alias_value":"DBSXVP32PJPLJJJO","created_at":"2026-07-05T09:29:06Z"},{"alias_kind":"pith_short_8","alias_value":"DBSXVP32","created_at":"2026-07-05T09:29:06Z"}],"graph_snapshots":[{"event_id":"sha256:978d65eb867ad4349d54699f07e9b9875abebe8b3bafd6cc0604e9f41683addb","target":"graph","created_at":"2026-07-05T09:29:06Z","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/2410.23866/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Source code identifiers often contain abbreviations. Such abbreviations may reduce the readability of the source code, which in turn hinders the maintenance of the software applications. To this end, accurate and automated approaches to expanding abbreviations in source code are desirable and abbreviation expansion has been intensively investigated. However, to the best of our knowledge, most existing approaches are heuristics, and none of them has even employed deep learning techniques, let alone the most advanced large language models (LLMs). LLMs have demonstrated cutting-edge performance i","authors_text":"Hui Liu, Lu Zhang, Yanjie Jiang","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2024-10-31T12:20:24Z","title":"Evaluating and Improving ChatGPT-Based Expansion of Abbreviations"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2410.23866","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":"sha256:34c5d7d8b5b664f072159ef61229f270522808b7dda4b3c1c87c3dd6c66556f5","target":"record","created_at":"2026-07-05T09:29:06Z","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":"6ba48f043a0b454b519f3a6d669a3c1c01b9227e3161e8624a3c033af88df100","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2024-10-31T12:20:24Z","title_canon_sha256":"c18e0d076f72cf8b67162ccb94e1060417241a8ffa84e77d21238a5eba34d255"},"schema_version":"1.0","source":{"id":"2410.23866","kind":"arxiv","version":1}},"canonical_sha256":"18657abf7a7a5eb4a52e5d3ff0568f5b46fb3162d64f21c01818bba0c92d330c","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"18657abf7a7a5eb4a52e5d3ff0568f5b46fb3162d64f21c01818bba0c92d330c","first_computed_at":"2026-07-05T09:29:06.395551Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:29:06.395551Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"8V+CIfUCTykitXAoeu5lqWogjPcPWRnKKNx5yhHXsgD9eWQUyvnbBATnyo6l4B6UxX07tuGn3Xy99ZH2wqL2DA==","signature_status":"signed_v1","signed_at":"2026-07-05T09:29:06.396050Z","signed_message":"canonical_sha256_bytes"},"source_id":"2410.23866","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:34c5d7d8b5b664f072159ef61229f270522808b7dda4b3c1c87c3dd6c66556f5","sha256:978d65eb867ad4349d54699f07e9b9875abebe8b3bafd6cc0604e9f41683addb"],"state_sha256":"9b7dcedf630cde3fa65c29d5ecac1e8c442e2bff909a35b2a303670d613368b9"}