{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2018:7N4RKQ4FJHHOQURLEUWV3AYEKT","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":"286a3c5143a76f630f303986098669aa341e8abc5856580ca139fe97f05948e6","cross_cats_sorted":["cs.CL"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2018-11-13T14:06:58Z","title_canon_sha256":"b392c1d6b85dc16902f2d5b1b21d162afbe644c07ba6bf705ad35306027ac84d"},"schema_version":"1.0","source":{"id":"1811.05303","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1811.05303","created_at":"2026-05-18T00:00:46Z"},{"alias_kind":"arxiv_version","alias_value":"1811.05303v1","created_at":"2026-05-18T00:00:46Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1811.05303","created_at":"2026-05-18T00:00:46Z"},{"alias_kind":"pith_short_12","alias_value":"7N4RKQ4FJHHO","created_at":"2026-05-18T12:32:11Z"},{"alias_kind":"pith_short_16","alias_value":"7N4RKQ4FJHHOQURL","created_at":"2026-05-18T12:32:11Z"},{"alias_kind":"pith_short_8","alias_value":"7N4RKQ4F","created_at":"2026-05-18T12:32:11Z"}],"graph_snapshots":[{"event_id":"sha256:d8cada85917963380e8d2e27fec62ff08a3366c6a102a048dd50885bc4f63d55","target":"graph","created_at":"2026-05-18T00:00:46Z","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":"Translating natural language to SQL queries for table-based question answering is a challenging problem and has received significant attention from the research community. In this work, we extend a pointer-generator and investigate the order-matters problem in semantic parsing for SQL. Even though our model is a straightforward extension of a general-purpose pointer-generator, it outperforms early works for WikiSQL and remains competitive to concurrently introduced, more complex models. Moreover, we provide a deeper investigation of the potential order-matters problem that could arise due to h","authors_text":"Asja Fischer, Denis Lukovnikov, Jens Lehmann, Nilesh Chakraborty","cross_cats":["cs.CL"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2018-11-13T14:06:58Z","title":"Translating Natural Language to SQL using Pointer-Generator Networks and How Decoding Order Matters"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1811.05303","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:d152f03bf56899a07c89a36a7aac9639a2dfdc924d94883edc018697e1951d07","target":"record","created_at":"2026-05-18T00:00:46Z","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":"286a3c5143a76f630f303986098669aa341e8abc5856580ca139fe97f05948e6","cross_cats_sorted":["cs.CL"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2018-11-13T14:06:58Z","title_canon_sha256":"b392c1d6b85dc16902f2d5b1b21d162afbe644c07ba6bf705ad35306027ac84d"},"schema_version":"1.0","source":{"id":"1811.05303","kind":"arxiv","version":1}},"canonical_sha256":"fb7915438549cee8522b252d5d830454d2f888cdee0e918923eceaf177a7b494","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"fb7915438549cee8522b252d5d830454d2f888cdee0e918923eceaf177a7b494","first_computed_at":"2026-05-18T00:00:46.385910Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:00:46.385910Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"XgJJe6NeGAqUb51bR451XyO+NzYxrnhqf6O9AOvnUF7ZXNMkGarGttYubhC/e9xOcIaG06O9OciNam/OBULDBw==","signature_status":"signed_v1","signed_at":"2026-05-18T00:00:46.386336Z","signed_message":"canonical_sha256_bytes"},"source_id":"1811.05303","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:d152f03bf56899a07c89a36a7aac9639a2dfdc924d94883edc018697e1951d07","sha256:d8cada85917963380e8d2e27fec62ff08a3366c6a102a048dd50885bc4f63d55"],"state_sha256":"afbf743ed96221395f843913851729b3d99b3aba0fea5c23b8e5c85f05718ddf"}