{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:HBJBMRMTY7Y6QWCXLI63DIPWO5","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":"d31846201db47450c4810bb7e2a9062d7173a17f7881be32348caae70f14e802","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-04-16T03:46:30Z","title_canon_sha256":"232522a906e7dfbb1fb320c1f85b191387657202daaf3a048755aa6754d87b96"},"schema_version":"1.0","source":{"id":"2404.10268","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2404.10268","created_at":"2026-07-05T08:08:28Z"},{"alias_kind":"arxiv_version","alias_value":"2404.10268v1","created_at":"2026-07-05T08:08:28Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2404.10268","created_at":"2026-07-05T08:08:28Z"},{"alias_kind":"pith_short_12","alias_value":"HBJBMRMTY7Y6","created_at":"2026-07-05T08:08:28Z"},{"alias_kind":"pith_short_16","alias_value":"HBJBMRMTY7Y6QWCX","created_at":"2026-07-05T08:08:28Z"},{"alias_kind":"pith_short_8","alias_value":"HBJBMRMT","created_at":"2026-07-05T08:08:28Z"}],"graph_snapshots":[{"event_id":"sha256:eb7cd953de9896d6c3eaaf700c186e2015a43903c1132c77a89e51a30d5580a4","target":"graph","created_at":"2026-07-05T08:08:28Z","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/2404.10268/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Health coaching helps patients achieve personalized and lifestyle-related goals, effectively managing chronic conditions and alleviating mental health issues. It is particularly beneficial, however cost-prohibitive, for low-socioeconomic status populations due to its highly personalized and labor-intensive nature. In this paper, we propose a neuro-symbolic goal summarizer to support health coaches in keeping track of the goals and a text-units-text dialogue generation model that converses with patients and helps them create and accomplish specific goals for physical activities. Our models outp","authors_text":"Barbara Di Eugenio, Bing Liu, Brian Ziebart, Lisa Sharp, Nikolaos Agadakos, Yue Zhou","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-04-16T03:46:30Z","title":"Modeling Low-Resource Health Coaching Dialogues via Neuro-Symbolic Goal Summarization and Text-Units-Text Generation"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2404.10268","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":"sha256:044a9da382684f2d1018837245b044c7abba39e9b5a268be48f4c42bf03bd21a","target":"record","created_at":"2026-07-05T08:08:28Z","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":"d31846201db47450c4810bb7e2a9062d7173a17f7881be32348caae70f14e802","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-04-16T03:46:30Z","title_canon_sha256":"232522a906e7dfbb1fb320c1f85b191387657202daaf3a048755aa6754d87b96"},"schema_version":"1.0","source":{"id":"2404.10268","kind":"arxiv","version":1}},"canonical_sha256":"3852164593c7f1e858575a3db1a1f67755032021d48e845edc1ff8816aaebfeb","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"3852164593c7f1e858575a3db1a1f67755032021d48e845edc1ff8816aaebfeb","first_computed_at":"2026-07-05T08:08:28.062553Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:08:28.062553Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"y98cxk3X47gqYRXYBhriJVHj8DqF+dw74SuRt4rZfJkR5LuUqMNhmm0YjwXWa4AQdnx+VOWz56X831xlNJWXCw==","signature_status":"signed_v1","signed_at":"2026-07-05T08:08:28.064786Z","signed_message":"canonical_sha256_bytes"},"source_id":"2404.10268","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:044a9da382684f2d1018837245b044c7abba39e9b5a268be48f4c42bf03bd21a","sha256:eb7cd953de9896d6c3eaaf700c186e2015a43903c1132c77a89e51a30d5580a4"],"state_sha256":"cafc7cb3e219f71b43e869acb101eadbe3b9e31451315d760f7ec1835b350f78"}