{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2025:FSHBBMIM4Z3RZ2V4GOKDGQMVDY","short_pith_number":"pith:FSHBBMIM","schema_version":"1.0","canonical_sha256":"2c8e10b10ce6771ceabc33943341951e004d4a724d929d8c2f2e0ea72336a533","source":{"kind":"arxiv","id":"2506.16473","version":1},"attestation_state":"computed","paper":{"title":"Do We Talk to Robots Like Therapists, and Do They Respond Accordingly? Language Alignment in AI Emotional Support","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.AI","cs.CL"],"primary_cat":"cs.HC","authors_text":"Guy Laban, Hatice Gunes, Sophie Chiang","submitted_at":"2025-06-19T17:20:30Z","abstract_excerpt":"As conversational agents increasingly engage in emotionally supportive dialogue, it is important to understand how closely their interactions resemble those in traditional therapy settings. This study investigates whether the concerns shared with a robot align with those shared in human-to-human (H2H) therapy sessions, and whether robot responses semantically mirror those of human therapists. We analyzed two datasets: one of interactions between users and professional therapists (Hugging Face's NLP Mental Health Conversations), and another involving supportive conversations with a social robot"},"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":"2506.16473","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2025-06-19T17:20:30Z","cross_cats_sorted":["cs.AI","cs.CL"],"title_canon_sha256":"bdf1dba7fe7229f5b2745b47aa2b734f7328349ef1197d3500f5770d34bf2c32","abstract_canon_sha256":"ad74a09eb3156e20aaf1fa5bc880d8f1834baef765e99320b88818b5f23df12e"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:24:36.969394Z","signature_b64":"GUndAONDjsbru7Pjjr3vPvKTTMzk9MB/BpM213dIooV5B3z4vXCjgKJ/cqvRTFo4gW5iqOie3iM8JuE2W/K9Bg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"2c8e10b10ce6771ceabc33943341951e004d4a724d929d8c2f2e0ea72336a533","last_reissued_at":"2026-07-05T11:24:36.968911Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:24:36.968911Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Do We Talk to Robots Like Therapists, and Do They Respond Accordingly? Language Alignment in AI Emotional Support","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.AI","cs.CL"],"primary_cat":"cs.HC","authors_text":"Guy Laban, Hatice Gunes, Sophie Chiang","submitted_at":"2025-06-19T17:20:30Z","abstract_excerpt":"As conversational agents increasingly engage in emotionally supportive dialogue, it is important to understand how closely their interactions resemble those in traditional therapy settings. This study investigates whether the concerns shared with a robot align with those shared in human-to-human (H2H) therapy sessions, and whether robot responses semantically mirror those of human therapists. We analyzed two datasets: one of interactions between users and professional therapists (Hugging Face's NLP Mental Health Conversations), and another involving supportive conversations with a social robot"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.16473","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/2506.16473/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":"2506.16473","created_at":"2026-07-05T11:24:36.968966+00:00"},{"alias_kind":"arxiv_version","alias_value":"2506.16473v1","created_at":"2026-07-05T11:24:36.968966+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.16473","created_at":"2026-07-05T11:24:36.968966+00:00"},{"alias_kind":"pith_short_12","alias_value":"FSHBBMIM4Z3R","created_at":"2026-07-05T11:24:36.968966+00:00"},{"alias_kind":"pith_short_16","alias_value":"FSHBBMIM4Z3RZ2V4","created_at":"2026-07-05T11:24:36.968966+00:00"},{"alias_kind":"pith_short_8","alias_value":"FSHBBMIM","created_at":"2026-07-05T11:24:36.968966+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/FSHBBMIM4Z3RZ2V4GOKDGQMVDY","json":"https://pith.science/pith/FSHBBMIM4Z3RZ2V4GOKDGQMVDY.json","graph_json":"https://pith.science/api/pith-number/FSHBBMIM4Z3RZ2V4GOKDGQMVDY/graph.json","events_json":"https://pith.science/api/pith-number/FSHBBMIM4Z3RZ2V4GOKDGQMVDY/events.json","paper":"https://pith.science/paper/FSHBBMIM"},"agent_actions":{"view_html":"https://pith.science/pith/FSHBBMIM4Z3RZ2V4GOKDGQMVDY","download_json":"https://pith.science/pith/FSHBBMIM4Z3RZ2V4GOKDGQMVDY.json","view_paper":"https://pith.science/paper/FSHBBMIM","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2506.16473&json=true","fetch_graph":"https://pith.science/api/pith-number/FSHBBMIM4Z3RZ2V4GOKDGQMVDY/graph.json","fetch_events":"https://pith.science/api/pith-number/FSHBBMIM4Z3RZ2V4GOKDGQMVDY/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/FSHBBMIM4Z3RZ2V4GOKDGQMVDY/action/timestamp_anchor","attest_storage":"https://pith.science/pith/FSHBBMIM4Z3RZ2V4GOKDGQMVDY/action/storage_attestation","attest_author":"https://pith.science/pith/FSHBBMIM4Z3RZ2V4GOKDGQMVDY/action/author_attestation","sign_citation":"https://pith.science/pith/FSHBBMIM4Z3RZ2V4GOKDGQMVDY/action/citation_signature","submit_replication":"https://pith.science/pith/FSHBBMIM4Z3RZ2V4GOKDGQMVDY/action/replication_record"}},"created_at":"2026-07-05T11:24:36.968966+00:00","updated_at":"2026-07-05T11:24:36.968966+00:00"}