{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2018:IXVWRHU6FKMCQXDQGUKDH224XQ","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":"eb06f730fcfabacb3f4159171050d5a50991c8c073d5789d2b39ccc6ec28409c","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2018-11-01T06:47:23Z","title_canon_sha256":"92b148ab0f474b5d6c5bae84363564afaff49ab6b56776e5a2e3de81740fd343"},"schema_version":"1.0","source":{"id":"1811.00258","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1811.00258","created_at":"2026-05-18T00:01:47Z"},{"alias_kind":"arxiv_version","alias_value":"1811.00258v1","created_at":"2026-05-18T00:01:47Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1811.00258","created_at":"2026-05-18T00:01:47Z"},{"alias_kind":"pith_short_12","alias_value":"IXVWRHU6FKMC","created_at":"2026-05-18T12:32:31Z"},{"alias_kind":"pith_short_16","alias_value":"IXVWRHU6FKMCQXDQ","created_at":"2026-05-18T12:32:31Z"},{"alias_kind":"pith_short_8","alias_value":"IXVWRHU6","created_at":"2026-05-18T12:32:31Z"}],"graph_snapshots":[{"event_id":"sha256:96f1219cd401a53bacd03883268bbdfa64bc11b2a8ab493074feba15e146d8a3","target":"graph","created_at":"2026-05-18T00:01:47Z","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":"Current Neural Machine Translation (NMT) employs a language-specific encoder to represent the source sentence and adopts a language-specific decoder to generate target translation. This language-dependent design leads to large-scale network parameters and makes the duality of the parallel data underutilized. To address the problem, we propose in this paper a language-independent representor to replace the encoder and decoder by using weight sharing. This shared representor can not only reduce large portion of network parameters, but also facilitate us to fully explore the language duality by j","authors_text":"Chengqing Zong, Guoping Huang, Jiajun Zhang, Long Zhou, Yuchen Liu","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2018-11-01T06:47:23Z","title":"Language-Independent Representor for Neural Machine Translation"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1811.00258","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":"sha256:0eb17a5050bf2585445d5438ee995482a20a528a6ec2e5ec49adb58f6d6150bc","target":"record","created_at":"2026-05-18T00:01:47Z","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":"eb06f730fcfabacb3f4159171050d5a50991c8c073d5789d2b39ccc6ec28409c","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2018-11-01T06:47:23Z","title_canon_sha256":"92b148ab0f474b5d6c5bae84363564afaff49ab6b56776e5a2e3de81740fd343"},"schema_version":"1.0","source":{"id":"1811.00258","kind":"arxiv","version":1}},"canonical_sha256":"45eb689e9e2a98285c70351433eb5cbc2c0feaac1edb57286681ece7dcdc6af1","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"45eb689e9e2a98285c70351433eb5cbc2c0feaac1edb57286681ece7dcdc6af1","first_computed_at":"2026-05-18T00:01:47.693001Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:01:47.693001Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"xJcpqx/OlKmnQBbKNwBlRNvWYkH6PwSGEv2TAU9WW4fD7OVojOhyeZ3WmWAirHe4YWvjOIPgOqv9rFDOnInZBA==","signature_status":"signed_v1","signed_at":"2026-05-18T00:01:47.693744Z","signed_message":"canonical_sha256_bytes"},"source_id":"1811.00258","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:0eb17a5050bf2585445d5438ee995482a20a528a6ec2e5ec49adb58f6d6150bc","sha256:96f1219cd401a53bacd03883268bbdfa64bc11b2a8ab493074feba15e146d8a3"],"state_sha256":"d5abc94aa7be4716a6e467ce7f5090dd6b0f480894f7a9fb5f8b7e7c55cffa10"}