{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:FYQ4JMVPLZAA7WWMFCUWER5L5P","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":"cda3b37b081f9f05be531f93d5d255548bbbfa90a8181eb4516ce0e9ee8706a9","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-08-30T19:26:15Z","title_canon_sha256":"04c127c69bcfa8e8a3d627023b2e3c133e15345492a5ad3aa4c0a89838c85c02"},"schema_version":"1.0","source":{"id":"2409.00222","kind":"arxiv","version":7}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2409.00222","created_at":"2026-07-05T11:12:19Z"},{"alias_kind":"arxiv_version","alias_value":"2409.00222v7","created_at":"2026-07-05T11:12:19Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2409.00222","created_at":"2026-07-05T11:12:19Z"},{"alias_kind":"pith_short_12","alias_value":"FYQ4JMVPLZAA","created_at":"2026-07-05T11:12:19Z"},{"alias_kind":"pith_short_16","alias_value":"FYQ4JMVPLZAA7WWM","created_at":"2026-07-05T11:12:19Z"},{"alias_kind":"pith_short_8","alias_value":"FYQ4JMVP","created_at":"2026-07-05T11:12:19Z"}],"graph_snapshots":[{"event_id":"sha256:1a3f812599cfbd3a93fe068ca42d558954be9c218830a07337bec822a96f833f","target":"graph","created_at":"2026-07-05T11:12:19Z","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/2409.00222/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Stance detection (SD) identifies the text position towards a target, typically labeled as favor, against, or none. We introduce Open-Target Stance Detection (OTSD), the most realistic task where targets are neither seen during training nor provided as input. We evaluate Large Language Models (LLMs) from GPT, Gemini, Llama, and Mistral families, comparing their performance to the only existing work, Target-Stance Extraction (TSE), which benefits from predefined targets. Unlike TSE, OTSD removes the dependency of a predefined list, making target generation and evaluation more challenging. We als","authors_text":"Abu Ubaida Akash, Ahmed Fahmy, Amine Trabelsi","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-08-30T19:26:15Z","title":"Can Large Language Models Address Open-Target Stance Detection?"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2409.00222","kind":"arxiv","version":7},"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":"sha256:1ec602da10cd752c4ef30445259ebe6b887d9990d82e04e8342b3d4f3e22fdf7","target":"record","created_at":"2026-07-05T11:12:19Z","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":"cda3b37b081f9f05be531f93d5d255548bbbfa90a8181eb4516ce0e9ee8706a9","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-08-30T19:26:15Z","title_canon_sha256":"04c127c69bcfa8e8a3d627023b2e3c133e15345492a5ad3aa4c0a89838c85c02"},"schema_version":"1.0","source":{"id":"2409.00222","kind":"arxiv","version":7}},"canonical_sha256":"2e21c4b2af5e400fdacc28a96247abebfbdb4ea9a4e6627d7412db407655aba3","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"2e21c4b2af5e400fdacc28a96247abebfbdb4ea9a4e6627d7412db407655aba3","first_computed_at":"2026-07-05T11:12:19.875218Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:12:19.875218Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"16X2aitlZ2zmEO43Yrn8zhztVzq/5CENtT53ThwjV0/ksB7hCnnH6v99EaTNfiJ2tuMqtxlCtQ+VeM5yZjV/Aw==","signature_status":"signed_v1","signed_at":"2026-07-05T11:12:19.875801Z","signed_message":"canonical_sha256_bytes"},"source_id":"2409.00222","source_kind":"arxiv","source_version":7}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:1ec602da10cd752c4ef30445259ebe6b887d9990d82e04e8342b3d4f3e22fdf7","sha256:1a3f812599cfbd3a93fe068ca42d558954be9c218830a07337bec822a96f833f"],"state_sha256":"03216bbf42470b596a1183cf129d02cbc3f0144ed6fd66035121272c3c0513c3"}