{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:PKUIO52RW5BRTHCF4NV2WOCZXR","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":"01cdb287f54ca2c394d3d712350dbe13b95cb7c15fd0b456ded7e6e1b835c4a9","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-09-23T16:45:13Z","title_canon_sha256":"244c05f0b22b9c85f750fadb7f6495d7b7ade7266a1c5298a26e03607ee62812"},"schema_version":"1.0","source":{"id":"2409.15196","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2409.15196","created_at":"2026-07-05T09:10:37Z"},{"alias_kind":"arxiv_version","alias_value":"2409.15196v1","created_at":"2026-07-05T09:10:37Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2409.15196","created_at":"2026-07-05T09:10:37Z"},{"alias_kind":"pith_short_12","alias_value":"PKUIO52RW5BR","created_at":"2026-07-05T09:10:37Z"},{"alias_kind":"pith_short_16","alias_value":"PKUIO52RW5BRTHCF","created_at":"2026-07-05T09:10:37Z"},{"alias_kind":"pith_short_8","alias_value":"PKUIO52R","created_at":"2026-07-05T09:10:37Z"}],"graph_snapshots":[{"event_id":"sha256:3af7700a0468fee25d4c1b6b275a6c4f20b2956b8a622efdd6e8d6fb16238010","target":"graph","created_at":"2026-07-05T09:10:37Z","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/2409.15196/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"In the era of social media video platforms, popular ``hot-comments'' play a crucial role in attracting user impressions of short-form videos, making them vital for marketing and branding purpose. However, existing research predominantly focuses on generating descriptive comments or ``danmaku'' in English, offering immediate reactions to specific video moments. Addressing this gap, our study introduces \\textsc{HotVCom}, the largest Chinese video hot-comment dataset, comprising 94k diverse videos and 137 million comments. We also present the \\texttt{ComHeat} framework, which synergistically inte","authors_text":"Jiyuan Jia, Ming Yang, Qingpei Guo, Songzhou Yan, Xiaobo Li, Yanghua Xiao, Yiwen Qian, Yuyan Chen, Zhixu Li","cross_cats":["cs.AI"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-09-23T16:45:13Z","title":"HOTVCOM: Generating Buzzworthy Comments for Videos"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2409.15196","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":"sha256:3041768c95d3611f119096f7f31ccc77fab980bbab442390492115f64f265086","target":"record","created_at":"2026-07-05T09:10:37Z","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":"01cdb287f54ca2c394d3d712350dbe13b95cb7c15fd0b456ded7e6e1b835c4a9","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-09-23T16:45:13Z","title_canon_sha256":"244c05f0b22b9c85f750fadb7f6495d7b7ade7266a1c5298a26e03607ee62812"},"schema_version":"1.0","source":{"id":"2409.15196","kind":"arxiv","version":1}},"canonical_sha256":"7aa8877751b743199c45e36bab3859bc4e5ed82af93d5c17ba5885117bcbcd21","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"7aa8877751b743199c45e36bab3859bc4e5ed82af93d5c17ba5885117bcbcd21","first_computed_at":"2026-07-05T09:10:37.501584Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:10:37.501584Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"OwBDjkahetvu1Lw/QtYabbV66mIeuz0kfazOnkyrraObHgy1NnORCfZTzkZWkgchT3SjkSZ7Q5T1kmfNQJrOCA==","signature_status":"signed_v1","signed_at":"2026-07-05T09:10:37.502048Z","signed_message":"canonical_sha256_bytes"},"source_id":"2409.15196","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:3041768c95d3611f119096f7f31ccc77fab980bbab442390492115f64f265086","sha256:3af7700a0468fee25d4c1b6b275a6c4f20b2956b8a622efdd6e8d6fb16238010"],"state_sha256":"6a9a4ddeddf02739d194ab5aca1f89754c0fa5d56c34bb428e762bb11c88a40d"}