{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2024:XB65DJNEQMZEMOSIEXKAELT4BZ","short_pith_number":"pith:XB65DJNE","schema_version":"1.0","canonical_sha256":"b87dd1a5a48332463a4825d4022e7c0e5a5ecfe0a006598c43ff360737e8e441","source":{"kind":"arxiv","id":"2401.10353","version":1},"attestation_state":"computed","paper":{"title":"Inconsistent dialogue responses and how to recover from them","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CL","authors_text":"Dong Yu, Haitao Mi, Lifeng Jin, Linfeng Song, Mian Zhang","submitted_at":"2024-01-18T19:46:04Z","abstract_excerpt":"One critical issue for chat systems is to stay consistent about preferences, opinions, beliefs and facts of itself, which has been shown a difficult problem. In this work, we study methods to assess and bolster utterance consistency of chat systems. A dataset is first developed for studying the inconsistencies, where inconsistent dialogue responses, explanations of the inconsistencies, and recovery utterances are authored by annotators. This covers the life span of inconsistencies, namely introduction, understanding, and resolution. Building on this, we introduce a set of tasks centered on dia"},"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":"2401.10353","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-01-18T19:46:04Z","cross_cats_sorted":[],"title_canon_sha256":"41b086a9a474c3b427cf34966b24839686864e268f38d8a09b4029a6fbfb7270","abstract_canon_sha256":"0b5db2f1bf6508cf4f8a6e161ee402e277ab7d0eba5c3db450782f01a6167551"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T07:35:25.022551Z","signature_b64":"2iFBGV3axoKowvuvvDKWvWvLSuBed5jdpFubLezl2sshDNTsjvXNKfFywkjxlYVEVS74JKhiF73jyJoMCsSrDQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"b87dd1a5a48332463a4825d4022e7c0e5a5ecfe0a006598c43ff360737e8e441","last_reissued_at":"2026-07-05T07:35:25.022151Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T07:35:25.022151Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Inconsistent dialogue responses and how to recover from them","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CL","authors_text":"Dong Yu, Haitao Mi, Lifeng Jin, Linfeng Song, Mian Zhang","submitted_at":"2024-01-18T19:46:04Z","abstract_excerpt":"One critical issue for chat systems is to stay consistent about preferences, opinions, beliefs and facts of itself, which has been shown a difficult problem. In this work, we study methods to assess and bolster utterance consistency of chat systems. A dataset is first developed for studying the inconsistencies, where inconsistent dialogue responses, explanations of the inconsistencies, and recovery utterances are authored by annotators. This covers the life span of inconsistencies, namely introduction, understanding, and resolution. Building on this, we introduce a set of tasks centered on dia"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2401.10353","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/2401.10353/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":"2401.10353","created_at":"2026-07-05T07:35:25.022208+00:00"},{"alias_kind":"arxiv_version","alias_value":"2401.10353v1","created_at":"2026-07-05T07:35:25.022208+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2401.10353","created_at":"2026-07-05T07:35:25.022208+00:00"},{"alias_kind":"pith_short_12","alias_value":"XB65DJNEQMZE","created_at":"2026-07-05T07:35:25.022208+00:00"},{"alias_kind":"pith_short_16","alias_value":"XB65DJNEQMZEMOSI","created_at":"2026-07-05T07:35:25.022208+00:00"},{"alias_kind":"pith_short_8","alias_value":"XB65DJNE","created_at":"2026-07-05T07:35:25.022208+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/XB65DJNEQMZEMOSIEXKAELT4BZ","json":"https://pith.science/pith/XB65DJNEQMZEMOSIEXKAELT4BZ.json","graph_json":"https://pith.science/api/pith-number/XB65DJNEQMZEMOSIEXKAELT4BZ/graph.json","events_json":"https://pith.science/api/pith-number/XB65DJNEQMZEMOSIEXKAELT4BZ/events.json","paper":"https://pith.science/paper/XB65DJNE"},"agent_actions":{"view_html":"https://pith.science/pith/XB65DJNEQMZEMOSIEXKAELT4BZ","download_json":"https://pith.science/pith/XB65DJNEQMZEMOSIEXKAELT4BZ.json","view_paper":"https://pith.science/paper/XB65DJNE","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2401.10353&json=true","fetch_graph":"https://pith.science/api/pith-number/XB65DJNEQMZEMOSIEXKAELT4BZ/graph.json","fetch_events":"https://pith.science/api/pith-number/XB65DJNEQMZEMOSIEXKAELT4BZ/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/XB65DJNEQMZEMOSIEXKAELT4BZ/action/timestamp_anchor","attest_storage":"https://pith.science/pith/XB65DJNEQMZEMOSIEXKAELT4BZ/action/storage_attestation","attest_author":"https://pith.science/pith/XB65DJNEQMZEMOSIEXKAELT4BZ/action/author_attestation","sign_citation":"https://pith.science/pith/XB65DJNEQMZEMOSIEXKAELT4BZ/action/citation_signature","submit_replication":"https://pith.science/pith/XB65DJNEQMZEMOSIEXKAELT4BZ/action/replication_record"}},"created_at":"2026-07-05T07:35:25.022208+00:00","updated_at":"2026-07-05T07:35:25.022208+00:00"}