{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:L4MYNWUBAEO2UXM22E3CJWIF35","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":"06bec2d7d0bfda23e6d401287777fa17a401827c805f3541121689db3c4bb8d2","cross_cats_sorted":["cs.AI","cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2025-05-28T09:28:52Z","title_canon_sha256":"f9157a15c6d7b78c14ad5bd3cc654e779cdcc8062ab9fe9b91ddcc24691901af"},"schema_version":"1.0","source":{"id":"2505.22165","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2505.22165","created_at":"2026-07-05T11:11:10Z"},{"alias_kind":"arxiv_version","alias_value":"2505.22165v1","created_at":"2026-07-05T11:11:10Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2505.22165","created_at":"2026-07-05T11:11:10Z"},{"alias_kind":"pith_short_12","alias_value":"L4MYNWUBAEO2","created_at":"2026-07-05T11:11:10Z"},{"alias_kind":"pith_short_16","alias_value":"L4MYNWUBAEO2UXM2","created_at":"2026-07-05T11:11:10Z"},{"alias_kind":"pith_short_8","alias_value":"L4MYNWUB","created_at":"2026-07-05T11:11:10Z"}],"graph_snapshots":[{"event_id":"sha256:79403051ec0509991c1a9b8dce924b8f3a5f1d89e9441bc63f44c7392177d162","target":"graph","created_at":"2026-07-05T11:11:10Z","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"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2505.22165/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Diffusion models have emerged as a promising approach for text generation, with recent works falling into two main categories: discrete and continuous diffusion models. Discrete diffusion models apply token corruption independently using categorical distributions, allowing for different diffusion progress across tokens but lacking fine-grained control. Continuous diffusion models map tokens to continuous spaces and apply fine-grained noise, but the diffusion progress is uniform across tokens, limiting their ability to capture semantic nuances. To address these limitations, we propose \\textbf{\\","authors_text":"Bocheng Li, Linli Xu, Zhujin Gao","cross_cats":["cs.AI","cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2025-05-28T09:28:52Z","title":"Unifying Continuous and Discrete Text Diffusion with Non-simultaneous Diffusion Processes"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2505.22165","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:c214dea9d0fe7027d62d23f0ef212ed5136a603b7e4a79c00d941fe5d874b39a","target":"record","created_at":"2026-07-05T11:11:10Z","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":"06bec2d7d0bfda23e6d401287777fa17a401827c805f3541121689db3c4bb8d2","cross_cats_sorted":["cs.AI","cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2025-05-28T09:28:52Z","title_canon_sha256":"f9157a15c6d7b78c14ad5bd3cc654e779cdcc8062ab9fe9b91ddcc24691901af"},"schema_version":"1.0","source":{"id":"2505.22165","kind":"arxiv","version":1}},"canonical_sha256":"5f1986da81011daa5d9ad13624d905df6d81425f5df11d71e866162acb0fcb85","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"5f1986da81011daa5d9ad13624d905df6d81425f5df11d71e866162acb0fcb85","first_computed_at":"2026-07-05T11:11:10.815712Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:11:10.815712Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"0yDdxvZ2OT9vVBV1D/TGA5+65PjprlVIfvfOgVom+W9bwOMqjfbLCPJ6BNmlb3bzu6YcUGUm0iyM8BqP805GAg==","signature_status":"signed_v1","signed_at":"2026-07-05T11:11:10.816192Z","signed_message":"canonical_sha256_bytes"},"source_id":"2505.22165","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:c214dea9d0fe7027d62d23f0ef212ed5136a603b7e4a79c00d941fe5d874b39a","sha256:79403051ec0509991c1a9b8dce924b8f3a5f1d89e9441bc63f44c7392177d162"],"state_sha256":"50b629df8feafc54d7823d91579309b9bcc6a1b0350c748be2ea7ab1c4650425"}