{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:F7H4ZH6VGWXBN46IBSODXGDBQR","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":"23afad0e54e1b8ed5bcb2be8de3ebe94df3a77c5883bd91d38a5826ac6f3b8b2","cross_cats_sorted":["cs.AI","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2026-04-14T04:17:03Z","title_canon_sha256":"b80d6adcec2b1245dcb231b664d312e3bb3b0eb650caf74cf75ed5fe85008f79"},"schema_version":"1.0","source":{"id":"2606.00021","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.00021","created_at":"2026-06-02T00:03:12Z"},{"alias_kind":"arxiv_version","alias_value":"2606.00021v1","created_at":"2026-06-02T00:03:12Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.00021","created_at":"2026-06-02T00:03:12Z"},{"alias_kind":"pith_short_12","alias_value":"F7H4ZH6VGWXB","created_at":"2026-06-02T00:03:12Z"},{"alias_kind":"pith_short_16","alias_value":"F7H4ZH6VGWXBN46I","created_at":"2026-06-02T00:03:12Z"},{"alias_kind":"pith_short_8","alias_value":"F7H4ZH6V","created_at":"2026-06-02T00:03:12Z"}],"graph_snapshots":[{"event_id":"sha256:d30478b889f2fcb8c9ea48004bddfbeefe17b85e0521f62b52d87fe1cc0c5cd3","target":"graph","created_at":"2026-06-02T00:03:12Z","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/2606.00021/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Speculative Decoding (SD) accelerates Large Language Model (LLM) inference by employing a lightweight draft model to propose candidate tokens, which are verified in parallel by the target model, without compromising generation quality. While Retrieval-based Speculative Decoding (RSD) is favored for its plug-and-play versatility, its potential is impeded by rigid lexical dependencies, rendering both retrieval and verification brittle to surface-level variations. To address this, we propose SENSE (Semantic Embedding Navigation with Soft-gated Evaluation). By anchoring retrieval on the hidden sta","authors_text":"Hongwei Wang, Shaowen Chen, Zhicheng Liao","cross_cats":["cs.AI","cs.LG"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2026-04-14T04:17:03Z","title":"SENSE: Semantic Embedding Navigation with Soft-gated Evaluation for Retrieval-based Speculative Decoding"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.00021","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":"sha256:4bc7a802751c072b0227f252e60cc201c253bf512d5d6fd02dd7ca8b4146a1f6","target":"record","created_at":"2026-06-02T00:03:12Z","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":"23afad0e54e1b8ed5bcb2be8de3ebe94df3a77c5883bd91d38a5826ac6f3b8b2","cross_cats_sorted":["cs.AI","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2026-04-14T04:17:03Z","title_canon_sha256":"b80d6adcec2b1245dcb231b664d312e3bb3b0eb650caf74cf75ed5fe85008f79"},"schema_version":"1.0","source":{"id":"2606.00021","kind":"arxiv","version":1}},"canonical_sha256":"2fcfcc9fd535ae16f3c80c9c3b98618474afab699f442706a6f7c36525566588","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"2fcfcc9fd535ae16f3c80c9c3b98618474afab699f442706a6f7c36525566588","first_computed_at":"2026-06-02T00:03:12.568948Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-02T00:03:12.568948Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"z03Id+Nreo1dAZmEH1CeGYEdpdNZ8lYQvKO60t40uc5/fmOWNymvQOhpiaMubWqpZjpcyMpO1i1FKve6b6faAw==","signature_status":"signed_v1","signed_at":"2026-06-02T00:03:12.570080Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.00021","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:4bc7a802751c072b0227f252e60cc201c253bf512d5d6fd02dd7ca8b4146a1f6","sha256:d30478b889f2fcb8c9ea48004bddfbeefe17b85e0521f62b52d87fe1cc0c5cd3"],"state_sha256":"c8c3871fa4aae500f74d783c4f24eaac6967262e73e92af449769f05c09339fc"}