{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:H42BJTAKA75F24MZREJTE25ENQ","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":"0a39ee589992adf6e220d9b336d87e59e486b9bfd7ea5d39c2301270aaecddd5","cross_cats_sorted":["cs.CL","cs.IR","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2024-01-09T12:12:50Z","title_canon_sha256":"1112617aff92b56ce26cd76b33e758640fb40a78f7f0bb52b3cecfed5f099ff7"},"schema_version":"1.0","source":{"id":"2401.04514","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2401.04514","created_at":"2026-07-05T08:26:17Z"},{"alias_kind":"arxiv_version","alias_value":"2401.04514v2","created_at":"2026-07-05T08:26:17Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2401.04514","created_at":"2026-07-05T08:26:17Z"},{"alias_kind":"pith_short_12","alias_value":"H42BJTAKA75F","created_at":"2026-07-05T08:26:17Z"},{"alias_kind":"pith_short_16","alias_value":"H42BJTAKA75F24MZ","created_at":"2026-07-05T08:26:17Z"},{"alias_kind":"pith_short_8","alias_value":"H42BJTAK","created_at":"2026-07-05T08:26:17Z"}],"graph_snapshots":[{"event_id":"sha256:d7b8200f04adbc953b4b57edbc896faaffea3e424f0bb46de31b9cf2da236bbb","target":"graph","created_at":"2026-07-05T08:26:17Z","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/2401.04514/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"In code search, the Generation-Augmented Retrieval (GAR) framework, which generates exemplar code snippets to augment queries, has emerged as a promising strategy to address the principal challenge of modality misalignment between code snippets and natural language queries, particularly with the demonstrated code generation capabilities of Large Language Models (LLMs). Nevertheless, our preliminary investigations indicate that the improvements conferred by such an LLM-augmented framework are somewhat constrained. This limitation could potentially be ascribed to the fact that the generated code","authors_text":"Haochen Li, Xin Zhou, Zhiqi Shen","cross_cats":["cs.CL","cs.IR","cs.LG"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2024-01-09T12:12:50Z","title":"Rewriting the Code: A Simple Method for Large Language Model Augmented Code Search"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2401.04514","kind":"arxiv","version":2},"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":"sha256:23e14d2515de83f2679baa4ec134b1246d395452d042697ec5a5fc382ba6590e","target":"record","created_at":"2026-07-05T08:26:17Z","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":"0a39ee589992adf6e220d9b336d87e59e486b9bfd7ea5d39c2301270aaecddd5","cross_cats_sorted":["cs.CL","cs.IR","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2024-01-09T12:12:50Z","title_canon_sha256":"1112617aff92b56ce26cd76b33e758640fb40a78f7f0bb52b3cecfed5f099ff7"},"schema_version":"1.0","source":{"id":"2401.04514","kind":"arxiv","version":2}},"canonical_sha256":"3f3414cc0a07fa5d71998913326ba46c3c6c1a07260ea195cf764a4320cfe021","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"3f3414cc0a07fa5d71998913326ba46c3c6c1a07260ea195cf764a4320cfe021","first_computed_at":"2026-07-05T08:26:17.524689Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:26:17.524689Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"ggf2PTDQNgmHaSTDW/0XBptzgu7q+R2SUJG5mhtxv7gETa1l86MWbH01nnvv8GkIBgavcemrI5AphBhuhkrMDg==","signature_status":"signed_v1","signed_at":"2026-07-05T08:26:17.525213Z","signed_message":"canonical_sha256_bytes"},"source_id":"2401.04514","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:23e14d2515de83f2679baa4ec134b1246d395452d042697ec5a5fc382ba6590e","sha256:d7b8200f04adbc953b4b57edbc896faaffea3e424f0bb46de31b9cf2da236bbb"],"state_sha256":"575a628a7fb6e194e473b822ec8459f1c4c5777f040f6126c78c01cc773b31d6"}