{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2018:WA5LGOAS74OBIAFPKQRVIQMPJO","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":"010d0ef585b65b5b83940105cca3e4532a93fe44dd42a5b12d9199b974019d05","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2018-09-30T09:04:54Z","title_canon_sha256":"daaf107d1977359b4a417422b1816aaa84475f4ca71a8c1284da5b3a1065566a"},"schema_version":"1.0","source":{"id":"1810.00341","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1810.00341","created_at":"2026-05-18T00:04:28Z"},{"alias_kind":"arxiv_version","alias_value":"1810.00341v1","created_at":"2026-05-18T00:04:28Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1810.00341","created_at":"2026-05-18T00:04:28Z"},{"alias_kind":"pith_short_12","alias_value":"WA5LGOAS74OB","created_at":"2026-05-18T12:32:59Z"},{"alias_kind":"pith_short_16","alias_value":"WA5LGOAS74OBIAFP","created_at":"2026-05-18T12:32:59Z"},{"alias_kind":"pith_short_8","alias_value":"WA5LGOAS","created_at":"2026-05-18T12:32:59Z"}],"graph_snapshots":[{"event_id":"sha256:8e6e20b21df06f3f58c7bce94e86ef5d61cbcec34437b001b1427fd82dcf6aeb","target":"graph","created_at":"2026-05-18T00:04:28Z","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":"In this paper, we introduce a novel natural language generation task, termed as text morphing, which targets at generating the intermediate sentences that are fluency and smooth with the two input sentences. We propose the Morphing Networks consisting of the editing vector generation networks and the sentence editing networks which are trained jointly. Specifically, the editing vectors are generated with a recurrent neural networks model from the lexical gap between the source sentence and the target sentence. Then the sentence editing networks iteratively generate new sentences with the curre","authors_text":"Furu Wei, Ming Zhou, Shaohan Huang, Yu Wu","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2018-09-30T09:04:54Z","title":"Text Morphing"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1810.00341","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":"sha256:86b586ab6f0b3d8a11bcfc1098453dc6aaa1b792b37dbc7077493ef0cce84384","target":"record","created_at":"2026-05-18T00:04:28Z","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":"010d0ef585b65b5b83940105cca3e4532a93fe44dd42a5b12d9199b974019d05","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2018-09-30T09:04:54Z","title_canon_sha256":"daaf107d1977359b4a417422b1816aaa84475f4ca71a8c1284da5b3a1065566a"},"schema_version":"1.0","source":{"id":"1810.00341","kind":"arxiv","version":1}},"canonical_sha256":"b03ab33812ff1c1400af542354418f4b9233407d1a2160d473cea4193e337d81","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"b03ab33812ff1c1400af542354418f4b9233407d1a2160d473cea4193e337d81","first_computed_at":"2026-05-18T00:04:28.126527Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:04:28.126527Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"6K4RX2851v8rAWCfaB+SVD8PiATcJ6D1TQg+l0imHrRQuaE7mpScDIUYxJM5oWs6zySJYsoqSZ3T4nYFoNVgAA==","signature_status":"signed_v1","signed_at":"2026-05-18T00:04:28.127000Z","signed_message":"canonical_sha256_bytes"},"source_id":"1810.00341","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:86b586ab6f0b3d8a11bcfc1098453dc6aaa1b792b37dbc7077493ef0cce84384","sha256:8e6e20b21df06f3f58c7bce94e86ef5d61cbcec34437b001b1427fd82dcf6aeb"],"state_sha256":"ae6e3a97a399692bbd6f02a431302257d1e149eb74176dcc2d9b0a39fe45eec9"}