{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2018:EDUSJQKZWPF4KLAVDZ24VTZHTJ","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":"e72cf3190e66f3a4abfec784d3be5cf7dc3aca309a1d739d357488207f3a933f","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2018-04-30T17:03:07Z","title_canon_sha256":"5f66a8934de04e39c642232963d8c51f5fae0d94d1e31e4048b00a01c83749c4"},"schema_version":"1.0","source":{"id":"1804.11324","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1804.11324","created_at":"2026-05-18T00:17:13Z"},{"alias_kind":"arxiv_version","alias_value":"1804.11324v1","created_at":"2026-05-18T00:17:13Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1804.11324","created_at":"2026-05-18T00:17:13Z"},{"alias_kind":"pith_short_12","alias_value":"EDUSJQKZWPF4","created_at":"2026-05-18T12:32:22Z"},{"alias_kind":"pith_short_16","alias_value":"EDUSJQKZWPF4KLAV","created_at":"2026-05-18T12:32:22Z"},{"alias_kind":"pith_short_8","alias_value":"EDUSJQKZ","created_at":"2026-05-18T12:32:22Z"}],"graph_snapshots":[{"event_id":"sha256:011f574909fa88c2ea2f0d938915567ac42b73e3fda506876ad2104a176115be","target":"graph","created_at":"2026-05-18T00:17:13Z","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":"We describe a batched beam decoding algorithm for NMT with LMBR n-gram posteriors, showing that LMBR techniques still yield gains on top of the best recently reported results with Transformers. We also discuss acceleration strategies for deployment, and the effect of the beam size and batching on memory and speed.","authors_text":"Adri\\`a de Gispert, Bill Byrne, Eva Hasler, Gonzalo Iglesias, William Tambellini","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2018-04-30T17:03:07Z","title":"Accelerating NMT Batched Beam Decoding with LMBR Posteriors for Deployment"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1804.11324","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:de5ef9ede5bd6e791003305dd03141d43099be924bbbc8a3c2a8a1964720f278","target":"record","created_at":"2026-05-18T00:17:13Z","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":"e72cf3190e66f3a4abfec784d3be5cf7dc3aca309a1d739d357488207f3a933f","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2018-04-30T17:03:07Z","title_canon_sha256":"5f66a8934de04e39c642232963d8c51f5fae0d94d1e31e4048b00a01c83749c4"},"schema_version":"1.0","source":{"id":"1804.11324","kind":"arxiv","version":1}},"canonical_sha256":"20e924c159b3cbc52c151e75cacf279a6fe827e961a22ccec5c998dd692842bc","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"20e924c159b3cbc52c151e75cacf279a6fe827e961a22ccec5c998dd692842bc","first_computed_at":"2026-05-18T00:17:13.986365Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:17:13.986365Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"CUq4To06FUyTYIalcteiXFTngtfYMUCKih1K+66zPo3yO8GPx59GOh4AytUHjwD1j8J2Nr6SERqVhrWG5qPxAA==","signature_status":"signed_v1","signed_at":"2026-05-18T00:17:13.986991Z","signed_message":"canonical_sha256_bytes"},"source_id":"1804.11324","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:de5ef9ede5bd6e791003305dd03141d43099be924bbbc8a3c2a8a1964720f278","sha256:011f574909fa88c2ea2f0d938915567ac42b73e3fda506876ad2104a176115be"],"state_sha256":"f9a1cd301530f79f2cd4edd98dd98ba768de7349715c50d846e44051dafe5e35"}