{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2025:3ORDOY54NK75GAO4I7QPXZFVLX","short_pith_number":"pith:3ORDOY54","schema_version":"1.0","canonical_sha256":"dba23763bc6abfd301dc47e0fbe4b55df3c4bc3b8f7a61ec6237b8a27d4d284b","source":{"kind":"arxiv","id":"2506.14203","version":1},"attestation_state":"computed","paper":{"title":"Intended Target Identification for Anomia Patients with Gradient-based Selective Augmentation","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CL","authors_text":"Jongho Kim, Romain Stora\\\"i, Seung-won Hwang","submitted_at":"2025-06-17T05:44:55Z","abstract_excerpt":"In this study, we investigate the potential of language models (LMs) in aiding patients experiencing anomia, a difficulty identifying the names of items. Identifying the intended target item from patient's circumlocution involves the two challenges of term failure and error: (1) The terms relevant to identifying the item remain unseen. (2) What makes the challenge unique is inherent perturbed terms by semantic paraphasia, which are not exactly related to the target item, hindering the identification process. To address each, we propose robustifying the model from semantically paraphasic errors"},"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":"2506.14203","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2025-06-17T05:44:55Z","cross_cats_sorted":[],"title_canon_sha256":"e30f28e842d2462a01b340d4c8dfc250978e2d3c7582745d1e827d9231cd756e","abstract_canon_sha256":"3bf100bae48e79084f439ab78f98f8c4d59df1e4553950925ab8dfdc9709f47f"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:22:50.794524Z","signature_b64":"DJviDfS/OhpTrwglPxU5LQ6nirYQUBz/vYNdnqlvaJLt9Zudx+77bZwl5Pyultd/2kIJME+c47+5+HPaCKxDCA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"dba23763bc6abfd301dc47e0fbe4b55df3c4bc3b8f7a61ec6237b8a27d4d284b","last_reissued_at":"2026-07-05T11:22:50.794003Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:22:50.794003Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Intended Target Identification for Anomia Patients with Gradient-based Selective Augmentation","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CL","authors_text":"Jongho Kim, Romain Stora\\\"i, Seung-won Hwang","submitted_at":"2025-06-17T05:44:55Z","abstract_excerpt":"In this study, we investigate the potential of language models (LMs) in aiding patients experiencing anomia, a difficulty identifying the names of items. Identifying the intended target item from patient's circumlocution involves the two challenges of term failure and error: (1) The terms relevant to identifying the item remain unseen. (2) What makes the challenge unique is inherent perturbed terms by semantic paraphasia, which are not exactly related to the target item, hindering the identification process. To address each, we propose robustifying the model from semantically paraphasic errors"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.14203","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/2506.14203/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":"2506.14203","created_at":"2026-07-05T11:22:50.794062+00:00"},{"alias_kind":"arxiv_version","alias_value":"2506.14203v1","created_at":"2026-07-05T11:22:50.794062+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.14203","created_at":"2026-07-05T11:22:50.794062+00:00"},{"alias_kind":"pith_short_12","alias_value":"3ORDOY54NK75","created_at":"2026-07-05T11:22:50.794062+00:00"},{"alias_kind":"pith_short_16","alias_value":"3ORDOY54NK75GAO4","created_at":"2026-07-05T11:22:50.794062+00:00"},{"alias_kind":"pith_short_8","alias_value":"3ORDOY54","created_at":"2026-07-05T11:22:50.794062+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/3ORDOY54NK75GAO4I7QPXZFVLX","json":"https://pith.science/pith/3ORDOY54NK75GAO4I7QPXZFVLX.json","graph_json":"https://pith.science/api/pith-number/3ORDOY54NK75GAO4I7QPXZFVLX/graph.json","events_json":"https://pith.science/api/pith-number/3ORDOY54NK75GAO4I7QPXZFVLX/events.json","paper":"https://pith.science/paper/3ORDOY54"},"agent_actions":{"view_html":"https://pith.science/pith/3ORDOY54NK75GAO4I7QPXZFVLX","download_json":"https://pith.science/pith/3ORDOY54NK75GAO4I7QPXZFVLX.json","view_paper":"https://pith.science/paper/3ORDOY54","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2506.14203&json=true","fetch_graph":"https://pith.science/api/pith-number/3ORDOY54NK75GAO4I7QPXZFVLX/graph.json","fetch_events":"https://pith.science/api/pith-number/3ORDOY54NK75GAO4I7QPXZFVLX/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/3ORDOY54NK75GAO4I7QPXZFVLX/action/timestamp_anchor","attest_storage":"https://pith.science/pith/3ORDOY54NK75GAO4I7QPXZFVLX/action/storage_attestation","attest_author":"https://pith.science/pith/3ORDOY54NK75GAO4I7QPXZFVLX/action/author_attestation","sign_citation":"https://pith.science/pith/3ORDOY54NK75GAO4I7QPXZFVLX/action/citation_signature","submit_replication":"https://pith.science/pith/3ORDOY54NK75GAO4I7QPXZFVLX/action/replication_record"}},"created_at":"2026-07-05T11:22:50.794062+00:00","updated_at":"2026-07-05T11:22:50.794062+00:00"}