{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:3YL72S3K3DAEAISHEPTRBO7IZT","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":"e1dacf43811dbb20d16442dab4a044cde43a297c9447d9d64ab383bebe81afc3","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-04-08T13:25:03Z","title_canon_sha256":"5126eedafd64717bb156bf392e4007d3fab701d52da4efc2269590e4cf321bd0"},"schema_version":"1.0","source":{"id":"2404.05502","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2404.05502","created_at":"2026-07-05T08:05:41Z"},{"alias_kind":"arxiv_version","alias_value":"2404.05502v1","created_at":"2026-07-05T08:05:41Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2404.05502","created_at":"2026-07-05T08:05:41Z"},{"alias_kind":"pith_short_12","alias_value":"3YL72S3K3DAE","created_at":"2026-07-05T08:05:41Z"},{"alias_kind":"pith_short_16","alias_value":"3YL72S3K3DAEAISH","created_at":"2026-07-05T08:05:41Z"},{"alias_kind":"pith_short_8","alias_value":"3YL72S3K","created_at":"2026-07-05T08:05:41Z"}],"graph_snapshots":[{"event_id":"sha256:1978877c4a19a82abf7f01a99ff49af5b8c6d5ca734d34da19e2181fb174da6b","target":"graph","created_at":"2026-07-05T08:05:41Z","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/2404.05502/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"In this paper, we present our submission to the SemEval-2023 Task~3 \"The Competition of Multimodal Emotion Cause Analysis in Conversations\", focusing on extracting emotion-cause pairs from dialogs. Specifically, our approach relies on combining fine-tuned GPT-3.5 for emotion classification and a BiLSTM-based neural network to detect causes. We score 2nd in the ranking for Subtask 1, demonstrating the effectiveness of our approach through one of the highest weighted-average proportional F1 scores recorded at 0.264.","authors_text":"Ekaterina Kochmar, Kseniia Petukhova, Roman Kazakov","cross_cats":["cs.AI"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-04-08T13:25:03Z","title":"PetKaz at SemEval-2024 Task 3: Advancing Emotion Classification with an LLM for Emotion-Cause Pair Extraction in Conversations"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2404.05502","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":"sha256:9ccc6f1835f2cbdedf9052104f3bdd558e91fe386040d9d32eb226bab5ec31ff","target":"record","created_at":"2026-07-05T08:05:41Z","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":"e1dacf43811dbb20d16442dab4a044cde43a297c9447d9d64ab383bebe81afc3","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-04-08T13:25:03Z","title_canon_sha256":"5126eedafd64717bb156bf392e4007d3fab701d52da4efc2269590e4cf321bd0"},"schema_version":"1.0","source":{"id":"2404.05502","kind":"arxiv","version":1}},"canonical_sha256":"de17fd4b6ad8c040224723e710bbe8cccf157ef9bbb9f46302b7e0f0b0ce6a2c","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"de17fd4b6ad8c040224723e710bbe8cccf157ef9bbb9f46302b7e0f0b0ce6a2c","first_computed_at":"2026-07-05T08:05:41.493066Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:05:41.493066Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"iDhG0Bj9Bb2TJHk7xrs7U3HV16e2Q5xvydvDzUEHjCKEtSIMT1a7LjdT/2jNLgimnvcoqfVcV/ezoyNwxwSaAA==","signature_status":"signed_v1","signed_at":"2026-07-05T08:05:41.493537Z","signed_message":"canonical_sha256_bytes"},"source_id":"2404.05502","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:9ccc6f1835f2cbdedf9052104f3bdd558e91fe386040d9d32eb226bab5ec31ff","sha256:1978877c4a19a82abf7f01a99ff49af5b8c6d5ca734d34da19e2181fb174da6b"],"state_sha256":"3d6a6ac02f3e01dd89de796bc1a6a7adf7f8b95a8dc7482c2bfc94c66e6ab4f2"}