{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2022:A3RTRFK42H77NURT4VOCIG2OZQ","short_pith_number":"pith:A3RTRFK4","schema_version":"1.0","canonical_sha256":"06e338955cd1fff6d233e55c241b4ecc0c85aa376cdd7533d03d8ef918725010","source":{"kind":"arxiv","id":"2210.10291","version":1},"attestation_state":"computed","paper":{"title":"Improving Aspect Sentiment Quad Prediction via Template-Order Data Augmentation","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CL","authors_text":"Hang Gao, Mengting Hu, Shiwan Zhao, Yike Wu, Yinhao Bai","submitted_at":"2022-10-19T04:31:08Z","abstract_excerpt":"Recently, aspect sentiment quad prediction (ASQP) has become a popular task in the field of aspect-level sentiment analysis. Previous work utilizes a predefined template to paraphrase the original sentence into a structure target sequence, which can be easily decoded as quadruplets of the form (aspect category, aspect term, opinion term, sentiment polarity). The template involves the four elements in a fixed order. However, we observe that this solution contradicts with the order-free property of the ASQP task, since there is no need to fix the template order as long as the quadruplet is extra"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2210.10291","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2022-10-19T04:31:08Z","cross_cats_sorted":[],"title_canon_sha256":"e9cd29b7bff4314e3984ac450050e89d28d4608f10549e362c903443d260d567","abstract_canon_sha256":"1bdf6efa19e03427217054f0de516e9c8c65f85e6ea282c36f1efd18dfc8f69a"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T05:08:08.298684Z","signature_b64":"QK6zZ5hc/gtIOCfc7mj7jYE469qpDQPz3hLkjrUXXfukrEQYzbyJI8e3Y8s5PYCRt4POaj0wPFhKb/5V0MXCCQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"06e338955cd1fff6d233e55c241b4ecc0c85aa376cdd7533d03d8ef918725010","last_reissued_at":"2026-07-05T05:08:08.298275Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T05:08:08.298275Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Improving Aspect Sentiment Quad Prediction via Template-Order Data Augmentation","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CL","authors_text":"Hang Gao, Mengting Hu, Shiwan Zhao, Yike Wu, Yinhao Bai","submitted_at":"2022-10-19T04:31:08Z","abstract_excerpt":"Recently, aspect sentiment quad prediction (ASQP) has become a popular task in the field of aspect-level sentiment analysis. Previous work utilizes a predefined template to paraphrase the original sentence into a structure target sequence, which can be easily decoded as quadruplets of the form (aspect category, aspect term, opinion term, sentiment polarity). The template involves the four elements in a fixed order. However, we observe that this solution contradicts with the order-free property of the ASQP task, since there is no need to fix the template order as long as the quadruplet is extra"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2210.10291","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2210.10291/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"aliases":[{"alias_kind":"arxiv","alias_value":"2210.10291","created_at":"2026-07-05T05:08:08.298346+00:00"},{"alias_kind":"arxiv_version","alias_value":"2210.10291v1","created_at":"2026-07-05T05:08:08.298346+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2210.10291","created_at":"2026-07-05T05:08:08.298346+00:00"},{"alias_kind":"pith_short_12","alias_value":"A3RTRFK42H77","created_at":"2026-07-05T05:08:08.298346+00:00"},{"alias_kind":"pith_short_16","alias_value":"A3RTRFK42H77NURT","created_at":"2026-07-05T05:08:08.298346+00:00"},{"alias_kind":"pith_short_8","alias_value":"A3RTRFK4","created_at":"2026-07-05T05:08:08.298346+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/A3RTRFK42H77NURT4VOCIG2OZQ","json":"https://pith.science/pith/A3RTRFK42H77NURT4VOCIG2OZQ.json","graph_json":"https://pith.science/api/pith-number/A3RTRFK42H77NURT4VOCIG2OZQ/graph.json","events_json":"https://pith.science/api/pith-number/A3RTRFK42H77NURT4VOCIG2OZQ/events.json","paper":"https://pith.science/paper/A3RTRFK4"},"agent_actions":{"view_html":"https://pith.science/pith/A3RTRFK42H77NURT4VOCIG2OZQ","download_json":"https://pith.science/pith/A3RTRFK42H77NURT4VOCIG2OZQ.json","view_paper":"https://pith.science/paper/A3RTRFK4","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2210.10291&json=true","fetch_graph":"https://pith.science/api/pith-number/A3RTRFK42H77NURT4VOCIG2OZQ/graph.json","fetch_events":"https://pith.science/api/pith-number/A3RTRFK42H77NURT4VOCIG2OZQ/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/A3RTRFK42H77NURT4VOCIG2OZQ/action/timestamp_anchor","attest_storage":"https://pith.science/pith/A3RTRFK42H77NURT4VOCIG2OZQ/action/storage_attestation","attest_author":"https://pith.science/pith/A3RTRFK42H77NURT4VOCIG2OZQ/action/author_attestation","sign_citation":"https://pith.science/pith/A3RTRFK42H77NURT4VOCIG2OZQ/action/citation_signature","submit_replication":"https://pith.science/pith/A3RTRFK42H77NURT4VOCIG2OZQ/action/replication_record"}},"created_at":"2026-07-05T05:08:08.298346+00:00","updated_at":"2026-07-05T05:08:08.298346+00:00"}