{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:7C5FGIY2ZGSYAA2PE7NF6V6K3V","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":"f5928a6bcf5013965ac6467c3876bb5c5842185dc733264d1a479cf2b4469a42","cross_cats_sorted":["cs.AI","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2023-06-02T18:17:52Z","title_canon_sha256":"885aca8a072dcc326b3ba6c8bb4978f43b358c4ffb5029eeefbf92dc55397b34"},"schema_version":"1.0","source":{"id":"2306.01855","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2306.01855","created_at":"2026-07-05T07:05:44Z"},{"alias_kind":"arxiv_version","alias_value":"2306.01855v1","created_at":"2026-07-05T07:05:44Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2306.01855","created_at":"2026-07-05T07:05:44Z"},{"alias_kind":"pith_short_12","alias_value":"7C5FGIY2ZGSY","created_at":"2026-07-05T07:05:44Z"},{"alias_kind":"pith_short_16","alias_value":"7C5FGIY2ZGSYAA2P","created_at":"2026-07-05T07:05:44Z"},{"alias_kind":"pith_short_8","alias_value":"7C5FGIY2","created_at":"2026-07-05T07:05:44Z"}],"graph_snapshots":[{"event_id":"sha256:19c69d608db0c580698b07ee84f226f7ddf4a143df5ae3cd1a12fe73d9fd36f6","target":"graph","created_at":"2026-07-05T07:05:44Z","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/2306.01855/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Providing voice assistants the ability to navigate multi-turn conversations is a challenging problem. Handling multi-turn interactions requires the system to understand various conversational use-cases, such as steering, intent carryover, disfluencies, entity carryover, and repair. The complexity of this problem is compounded by the fact that these use-cases mix with each other, often appearing simultaneously in natural language. This work proposes a non-autoregressive query rewriting architecture that can handle not only the five aforementioned tasks, but also complex compositions of these us","authors_text":"Bo-Hsiang Tseng, Hong Yu, Jiarui Lu, Joel Ruben Antony Moniz, Murat Akbacak, Site Li, Xueyun Zhu","cross_cats":["cs.AI","cs.LG"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2023-06-02T18:17:52Z","title":"5IDER: Unified Query Rewriting for Steering, Intent Carryover, Disfluencies, Entity Carryover and Repair"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2306.01855","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":"sha256:27d601dedcc28634ce440a790fc9798c5cd9bce204770a60e43ea98afe4180ef","target":"record","created_at":"2026-07-05T07:05:44Z","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":"f5928a6bcf5013965ac6467c3876bb5c5842185dc733264d1a479cf2b4469a42","cross_cats_sorted":["cs.AI","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2023-06-02T18:17:52Z","title_canon_sha256":"885aca8a072dcc326b3ba6c8bb4978f43b358c4ffb5029eeefbf92dc55397b34"},"schema_version":"1.0","source":{"id":"2306.01855","kind":"arxiv","version":1}},"canonical_sha256":"f8ba53231ac9a580034f27da5f57cadd491a0bd05bcdff0f72f58c851015f35c","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"f8ba53231ac9a580034f27da5f57cadd491a0bd05bcdff0f72f58c851015f35c","first_computed_at":"2026-07-05T07:05:44.041860Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:05:44.041860Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"xGxQi8KYeLKJzI/Oik53ua299bgcKL6C1clZw1dj3yc1g2oKxCIIVyYxsapF2+vLZxwRqkQrpLNbbS6o75OFAQ==","signature_status":"signed_v1","signed_at":"2026-07-05T07:05:44.042355Z","signed_message":"canonical_sha256_bytes"},"source_id":"2306.01855","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:27d601dedcc28634ce440a790fc9798c5cd9bce204770a60e43ea98afe4180ef","sha256:19c69d608db0c580698b07ee84f226f7ddf4a143df5ae3cd1a12fe73d9fd36f6"],"state_sha256":"8385d54cff0b4dec25cb5320ba03bc9d5c11097f6182c844d628c00224a83bc5"}