{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:YG6CJQVY3GJHOU72PQDGGKMBVS","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":"ff8a6b7c6f8abc4b855cf4b6aa56d1d13544eabbb6fb572d61d8c251e133ce70","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CL","submitted_at":"2025-07-22T12:38:39Z","title_canon_sha256":"06c844de3d05de3d93ca2aa5e73b6259b74ed6dcf020607a3c0f56920a27d656"},"schema_version":"1.0","source":{"id":"2507.16530","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2507.16530","created_at":"2026-07-05T11:41:11Z"},{"alias_kind":"arxiv_version","alias_value":"2507.16530v1","created_at":"2026-07-05T11:41:11Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2507.16530","created_at":"2026-07-05T11:41:11Z"},{"alias_kind":"pith_short_12","alias_value":"YG6CJQVY3GJH","created_at":"2026-07-05T11:41:11Z"},{"alias_kind":"pith_short_16","alias_value":"YG6CJQVY3GJHOU72","created_at":"2026-07-05T11:41:11Z"},{"alias_kind":"pith_short_8","alias_value":"YG6CJQVY","created_at":"2026-07-05T11:41:11Z"}],"graph_snapshots":[{"event_id":"sha256:abbd9389d624b64bb46de6d58edd1092ed99c5758dcc88d48841cae01046514f","target":"graph","created_at":"2026-07-05T11:41:11Z","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/2507.16530/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"This thesis advances the computational understanding and manipulation of text styles through three interconnected pillars: (1) Text Style Transfer (TST), which alters stylistic properties (e.g., sentiment, formality) while preserving content; (2)Authorship Attribution (AA), identifying the author of a text via stylistic fingerprints; and (3) Authorship Verification (AV), determining whether two texts share the same authorship. We address critical challenges in these areas by leveraging parameter-efficient adaptation of large language models (LLMs), contrastive disentanglement of stylistic feat","authors_text":"Zhiqiang Hu","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CL","submitted_at":"2025-07-22T12:38:39Z","title":"Learning Text Styles: A Study on Transfer, Attribution, and Verification"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2507.16530","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":"sha256:7d786337782dcee6a4049f4ddcff1284aa218e15ba960396cadb58e8a27897f9","target":"record","created_at":"2026-07-05T11:41:11Z","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":"ff8a6b7c6f8abc4b855cf4b6aa56d1d13544eabbb6fb572d61d8c251e133ce70","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CL","submitted_at":"2025-07-22T12:38:39Z","title_canon_sha256":"06c844de3d05de3d93ca2aa5e73b6259b74ed6dcf020607a3c0f56920a27d656"},"schema_version":"1.0","source":{"id":"2507.16530","kind":"arxiv","version":1}},"canonical_sha256":"c1bc24c2b8d9927753fa7c06632981ac9b8b2bbd7aaa4a5c94023e064053a0b5","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"c1bc24c2b8d9927753fa7c06632981ac9b8b2bbd7aaa4a5c94023e064053a0b5","first_computed_at":"2026-07-05T11:41:11.522825Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:41:11.522825Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"3/Hj/iqs5d5/6jQLW+YHcfTEiW/3zowFfxYJMsq/GUJwjVuJCxV0T/XffEbWDOUZiKbKLFtqFtyw2tBQmTJmBA==","signature_status":"signed_v1","signed_at":"2026-07-05T11:41:11.523248Z","signed_message":"canonical_sha256_bytes"},"source_id":"2507.16530","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:7d786337782dcee6a4049f4ddcff1284aa218e15ba960396cadb58e8a27897f9","sha256:abbd9389d624b64bb46de6d58edd1092ed99c5758dcc88d48841cae01046514f"],"state_sha256":"a463efe2db08f3f0bf1db053d2cd96449836c4b7f205b7f281f5f719f4834829"}