{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2017:2735TNDBAYQM5JS2XA24OIBEUL","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":"b688e244827b8837fc2de2853b121528f883c84f1431002920100466e3ce2df4","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2017-11-27T16:50:15Z","title_canon_sha256":"6bf5f34204503a5a32fcf264e62af0a3c226a969124d6163927aa97b92fdba5a"},"schema_version":"1.0","source":{"id":"1711.09824","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1711.09824","created_at":"2026-05-18T00:29:34Z"},{"alias_kind":"arxiv_version","alias_value":"1711.09824v1","created_at":"2026-05-18T00:29:34Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1711.09824","created_at":"2026-05-18T00:29:34Z"},{"alias_kind":"pith_short_12","alias_value":"2735TNDBAYQM","created_at":"2026-05-18T12:30:55Z"},{"alias_kind":"pith_short_16","alias_value":"2735TNDBAYQM5JS2","created_at":"2026-05-18T12:30:55Z"},{"alias_kind":"pith_short_8","alias_value":"2735TNDB","created_at":"2026-05-18T12:30:55Z"}],"graph_snapshots":[{"event_id":"sha256:3350f8586ea50391091fe1cac264ea4c32467d22840ad79049b1b60ea84889ec","target":"graph","created_at":"2026-05-18T00:29:34Z","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"},"paper":{"abstract_excerpt":"In this paper, we aim to reveal the impact of lexical-semantic resources, used in particular for word sense disambiguation and sense-level semantic categorization, on automatic personality classification task. While stylistic features (e.g., part-of-speech counts) have been shown their power in this task, the impact of semantics beyond targeted word lists is relatively unexplored. We propose and extract three types of lexical-semantic features, which capture high-level concepts and emotions, overcoming the lexical gap of word n-grams. Our experimental results are comparable to state-of-the-art","authors_text":"Iryna Gurevych, Lili Jiang, Lucie Flekova, Xuan-Son Vu","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2017-11-27T16:50:15Z","title":"Lexical-semantic resources: yet powerful resources for automatic personality classification"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1711.09824","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":"sha256:9b72e86daa7b63e9a24d6dd1ea8b5ec3894887dc5f47fd0d1013e87c61514e3f","target":"record","created_at":"2026-05-18T00:29:34Z","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":"b688e244827b8837fc2de2853b121528f883c84f1431002920100466e3ce2df4","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2017-11-27T16:50:15Z","title_canon_sha256":"6bf5f34204503a5a32fcf264e62af0a3c226a969124d6163927aa97b92fdba5a"},"schema_version":"1.0","source":{"id":"1711.09824","kind":"arxiv","version":1}},"canonical_sha256":"d7f7d9b4610620cea65ab835c72024a2fd075e7bc4343bf0530aee171ec0bab5","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"d7f7d9b4610620cea65ab835c72024a2fd075e7bc4343bf0530aee171ec0bab5","first_computed_at":"2026-05-18T00:29:34.382100Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:29:34.382100Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"OSgBbSKNUgTfJVN9yqUogdwLFsXQr2/JJgU8i+vgYf4KXA48KPYiPVFX3yzFcva0Z0FCHNPrzRRCBGkJJkCrDg==","signature_status":"signed_v1","signed_at":"2026-05-18T00:29:34.382821Z","signed_message":"canonical_sha256_bytes"},"source_id":"1711.09824","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:9b72e86daa7b63e9a24d6dd1ea8b5ec3894887dc5f47fd0d1013e87c61514e3f","sha256:3350f8586ea50391091fe1cac264ea4c32467d22840ad79049b1b60ea84889ec"],"state_sha256":"4a9125d225a9cf440a2caa10c2f225faaf379ebd800fc5e65380115a587483a2"}