{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2018:4WOSCTGN47PWJ2MEGY7HZG7DXC","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":"d9b830c2a9b958479bbdfe8e168c5e2e605beee84a863f6b270c3b14b0398f2a","cross_cats_sorted":["cs.AI","cs.CL","cs.NE","stat.ML"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2018-08-12T10:04:45Z","title_canon_sha256":"f908d8c27498b918d74121a3e96487e09a1b657f35e4a458981cdf2a5a422036"},"schema_version":"1.0","source":{"id":"1808.03920","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1808.03920","created_at":"2026-05-18T00:08:19Z"},{"alias_kind":"arxiv_version","alias_value":"1808.03920v1","created_at":"2026-05-18T00:08:19Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1808.03920","created_at":"2026-05-18T00:08:19Z"},{"alias_kind":"pith_short_12","alias_value":"4WOSCTGN47PW","created_at":"2026-05-18T12:32:05Z"},{"alias_kind":"pith_short_16","alias_value":"4WOSCTGN47PWJ2ME","created_at":"2026-05-18T12:32:05Z"},{"alias_kind":"pith_short_8","alias_value":"4WOSCTGN","created_at":"2026-05-18T12:32:05Z"}],"graph_snapshots":[{"event_id":"sha256:42ba1411545f530d85278f6fca4dcc762ced01c97202264628d498adb5b78ea8","target":"graph","created_at":"2026-05-18T00:08:19Z","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":"Computational modeling of human multimodal language is an emerging research area in natural language processing spanning the language, visual and acoustic modalities. Comprehending multimodal language requires modeling not only the interactions within each modality (intra-modal interactions) but more importantly the interactions between modalities (cross-modal interactions). In this paper, we propose the Recurrent Multistage Fusion Network (RMFN) which decomposes the fusion problem into multiple stages, each of them focused on a subset of multimodal signals for specialized, effective fusion. C","authors_text":"Amir Zadeh, Louis-Philippe Morency, Paul Pu Liang, Ziyin Liu","cross_cats":["cs.AI","cs.CL","cs.NE","stat.ML"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2018-08-12T10:04:45Z","title":"Multimodal Language Analysis with Recurrent Multistage Fusion"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1808.03920","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":"sha256:94bfeeffec7e8fa3397e58248cb9b0968445b4d31b569913123101387e15b9ef","target":"record","created_at":"2026-05-18T00:08:19Z","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":"d9b830c2a9b958479bbdfe8e168c5e2e605beee84a863f6b270c3b14b0398f2a","cross_cats_sorted":["cs.AI","cs.CL","cs.NE","stat.ML"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2018-08-12T10:04:45Z","title_canon_sha256":"f908d8c27498b918d74121a3e96487e09a1b657f35e4a458981cdf2a5a422036"},"schema_version":"1.0","source":{"id":"1808.03920","kind":"arxiv","version":1}},"canonical_sha256":"e59d214ccde7df64e984363e7c9be3b8b3c9d15999a6e0b3322f8b46e1b815a5","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"e59d214ccde7df64e984363e7c9be3b8b3c9d15999a6e0b3322f8b46e1b815a5","first_computed_at":"2026-05-18T00:08:19.334649Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:08:19.334649Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"ukNlkpiWY6/ELGJLrGutgPcZ/vo3BfVEF9rQ6wenMz22Hv5tjTAYy8JyZcTKxIKOCRG1YnOU2gRJ1dEIMWebDw==","signature_status":"signed_v1","signed_at":"2026-05-18T00:08:19.335259Z","signed_message":"canonical_sha256_bytes"},"source_id":"1808.03920","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:94bfeeffec7e8fa3397e58248cb9b0968445b4d31b569913123101387e15b9ef","sha256:42ba1411545f530d85278f6fca4dcc762ced01c97202264628d498adb5b78ea8"],"state_sha256":"3e71f1e52a10877e4f38202591babec03ce32dc756233c6ab9fd9dcd5b58da62"}