{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2022:PKIOXXJBWIINLG33E4WPVSLRYH","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":"f7a2c19cd11166922d8a92e7b45785ce9ec9f090a3afc1e0800afd2f203a4873","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2022-07-12T22:34:39Z","title_canon_sha256":"4aa888db4675146a6e5dafac41bf0d002cc6170a15d391aad25f0f59032916d1"},"schema_version":"1.0","source":{"id":"2207.05875","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2207.05875","created_at":"2026-07-05T04:39:52Z"},{"alias_kind":"arxiv_version","alias_value":"2207.05875v1","created_at":"2026-07-05T04:39:52Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2207.05875","created_at":"2026-07-05T04:39:52Z"},{"alias_kind":"pith_short_12","alias_value":"PKIOXXJBWIIN","created_at":"2026-07-05T04:39:52Z"},{"alias_kind":"pith_short_16","alias_value":"PKIOXXJBWIINLG33","created_at":"2026-07-05T04:39:52Z"},{"alias_kind":"pith_short_8","alias_value":"PKIOXXJB","created_at":"2026-07-05T04:39:52Z"}],"graph_snapshots":[{"event_id":"sha256:591c99b9190d0a98fcb39b3ca2049015b67273559b703ebaee4ecaaaafeabac6","target":"graph","created_at":"2026-07-05T04:39:52Z","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/2207.05875/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"As a rising star in the field of natural language processing, question answering systems (Q&A Systems) are widely used in all walks of life. Compared with other scenarios, the applicationin financial scenario has strong requirements in the traceability and interpretability of the Q&A systems. In addition, since the demand for artificial intelligence technology has gradually shifted from the initial computational intelligence to cognitive intelligence, this research mainly focuses on the financial numerical reasoning dataset - FinQA. In the shared task, the objective is to generate the reasonin","authors_text":"Hui Qin, Sheng Chen, Yanbo J. Wang, Yuhang Guan, Yuming Li","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2022-07-12T22:34:39Z","title":"A Novel DeBERTa-based Model for Financial Question Answering Task"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2207.05875","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":"sha256:4fc539fd5d286907b8314e7006dd65e5ec2643f8351b9b41229ad211697d5cf1","target":"record","created_at":"2026-07-05T04:39:52Z","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":"f7a2c19cd11166922d8a92e7b45785ce9ec9f090a3afc1e0800afd2f203a4873","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2022-07-12T22:34:39Z","title_canon_sha256":"4aa888db4675146a6e5dafac41bf0d002cc6170a15d391aad25f0f59032916d1"},"schema_version":"1.0","source":{"id":"2207.05875","kind":"arxiv","version":1}},"canonical_sha256":"7a90ebdd21b210d59b7b272cfac971c1e0776d30ff7464060496c13e4c495133","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"7a90ebdd21b210d59b7b272cfac971c1e0776d30ff7464060496c13e4c495133","first_computed_at":"2026-07-05T04:39:52.566218Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T04:39:52.566218Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"s/t3iowJHLUVA3pKDPuZBnMfutCLuvLYB1ruPjEf3vRtv8YIQaTACOl45+47jsAhbLp6C5DorFo+X4BbiOWQDA==","signature_status":"signed_v1","signed_at":"2026-07-05T04:39:52.566665Z","signed_message":"canonical_sha256_bytes"},"source_id":"2207.05875","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:4fc539fd5d286907b8314e7006dd65e5ec2643f8351b9b41229ad211697d5cf1","sha256:591c99b9190d0a98fcb39b3ca2049015b67273559b703ebaee4ecaaaafeabac6"],"state_sha256":"f724e781b3281d2ef38acca3aca1f3c6319db17948e9662ed6fbcee7e786dfe3"}