{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:YX42XF4IANSDOTUJ6BACLWQIFB","short_pith_number":"pith:YX42XF4I","canonical_record":{"source":{"id":"2401.10653","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-01-19T11:59:13Z","cross_cats_sorted":["cs.LG","cs.SD","eess.AS","eess.SP"],"title_canon_sha256":"5e5133a597e25976279230ede411bff666b8808228f8070d95015e11bd4129de","abstract_canon_sha256":"5dc2e5995a27e4284c4c4c6d6afefcd9d5ed3743603c388425e71b9526b9490f"},"schema_version":"1.0"},"canonical_sha256":"c5f9ab97880364374e89f04025da08285fa1ee6aa8a59af1087b36ad119c359b","source":{"kind":"arxiv","id":"2401.10653","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2401.10653","created_at":"2026-07-05T07:35:29Z"},{"alias_kind":"arxiv_version","alias_value":"2401.10653v1","created_at":"2026-07-05T07:35:29Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2401.10653","created_at":"2026-07-05T07:35:29Z"},{"alias_kind":"pith_short_12","alias_value":"YX42XF4IANSD","created_at":"2026-07-05T07:35:29Z"},{"alias_kind":"pith_short_16","alias_value":"YX42XF4IANSDOTUJ","created_at":"2026-07-05T07:35:29Z"},{"alias_kind":"pith_short_8","alias_value":"YX42XF4I","created_at":"2026-07-05T07:35:29Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:YX42XF4IANSDOTUJ6BACLWQIFB","target":"record","payload":{"canonical_record":{"source":{"id":"2401.10653","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-01-19T11:59:13Z","cross_cats_sorted":["cs.LG","cs.SD","eess.AS","eess.SP"],"title_canon_sha256":"5e5133a597e25976279230ede411bff666b8808228f8070d95015e11bd4129de","abstract_canon_sha256":"5dc2e5995a27e4284c4c4c6d6afefcd9d5ed3743603c388425e71b9526b9490f"},"schema_version":"1.0"},"canonical_sha256":"c5f9ab97880364374e89f04025da08285fa1ee6aa8a59af1087b36ad119c359b","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T07:35:29.624083Z","signature_b64":"ikPRAcs+1aX6Mi4uRr1VIU26EQjbw+cKsFhzE29hqAx1XE8eIpDV4F95CNHtKreMKFSxlyQgrPA2PBVn1zVZCw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"c5f9ab97880364374e89f04025da08285fa1ee6aa8a59af1087b36ad119c359b","last_reissued_at":"2026-07-05T07:35:29.623632Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T07:35:29.623632Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2401.10653","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T07:35:29Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"3WAKI26e4A0llE+H8shLcwZEc1W33OIZr6RGvnCshB/YYpxLhmvpyXMEg+x4xVmIboYNu1mlBNDF01EfHmpXCw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-19T03:54:09.532938Z"},"content_sha256":"0e2debc4b841fb54c8c08ac6ae7004f3bad5a47771d109f16263115c237fabee","schema_version":"1.0","event_id":"sha256:0e2debc4b841fb54c8c08ac6ae7004f3bad5a47771d109f16263115c237fabee"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:YX42XF4IANSDOTUJ6BACLWQIFB","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Attentive Fusion: A Transformer-based Approach to Multimodal Hate Speech Detection","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.LG","cs.SD","eess.AS","eess.SP"],"primary_cat":"cs.CL","authors_text":"Amit Barman, Atanu Mandal, Gargi Roy, Indranil Dutta, Sudip Kumar Naskar","submitted_at":"2024-01-19T11:59:13Z","abstract_excerpt":"With the recent surge and exponential growth of social media usage, scrutinizing social media content for the presence of any hateful content is of utmost importance. Researchers have been diligently working since the past decade on distinguishing between content that promotes hatred and content that does not. Traditionally, the main focus has been on analyzing textual content. However, recent research attempts have also commenced into the identification of audio-based content. Nevertheless, studies have shown that relying solely on audio or text-based content may be ineffective, as recent ups"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2401.10653","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2401.10653/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T07:35:29Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"/c08FmNAiDzoo9702o1Ewa7j7LSg5YmI7KAtWV80+fvsqlJZMthZ+yWKJ70aO9mBqJWz3CxoyScfvIJHe7p3DQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-19T03:54:09.533304Z"},"content_sha256":"a3df30ab6359d82908b8206ba26c7efc3da08e84d19f14137f74f5163f222d60","schema_version":"1.0","event_id":"sha256:a3df30ab6359d82908b8206ba26c7efc3da08e84d19f14137f74f5163f222d60"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/YX42XF4IANSDOTUJ6BACLWQIFB/bundle.json","state_url":"https://pith.science/pith/YX42XF4IANSDOTUJ6BACLWQIFB/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/YX42XF4IANSDOTUJ6BACLWQIFB/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-07-19T03:54:09Z","links":{"resolver":"https://pith.science/pith/YX42XF4IANSDOTUJ6BACLWQIFB","bundle":"https://pith.science/pith/YX42XF4IANSDOTUJ6BACLWQIFB/bundle.json","state":"https://pith.science/pith/YX42XF4IANSDOTUJ6BACLWQIFB/state.json","well_known_bundle":"https://pith.science/.well-known/pith/YX42XF4IANSDOTUJ6BACLWQIFB/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:YX42XF4IANSDOTUJ6BACLWQIFB","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":"5dc2e5995a27e4284c4c4c6d6afefcd9d5ed3743603c388425e71b9526b9490f","cross_cats_sorted":["cs.LG","cs.SD","eess.AS","eess.SP"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-01-19T11:59:13Z","title_canon_sha256":"5e5133a597e25976279230ede411bff666b8808228f8070d95015e11bd4129de"},"schema_version":"1.0","source":{"id":"2401.10653","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2401.10653","created_at":"2026-07-05T07:35:29Z"},{"alias_kind":"arxiv_version","alias_value":"2401.10653v1","created_at":"2026-07-05T07:35:29Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2401.10653","created_at":"2026-07-05T07:35:29Z"},{"alias_kind":"pith_short_12","alias_value":"YX42XF4IANSD","created_at":"2026-07-05T07:35:29Z"},{"alias_kind":"pith_short_16","alias_value":"YX42XF4IANSDOTUJ","created_at":"2026-07-05T07:35:29Z"},{"alias_kind":"pith_short_8","alias_value":"YX42XF4I","created_at":"2026-07-05T07:35:29Z"}],"graph_snapshots":[{"event_id":"sha256:a3df30ab6359d82908b8206ba26c7efc3da08e84d19f14137f74f5163f222d60","target":"graph","created_at":"2026-07-05T07:35:29Z","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/2401.10653/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"With the recent surge and exponential growth of social media usage, scrutinizing social media content for the presence of any hateful content is of utmost importance. Researchers have been diligently working since the past decade on distinguishing between content that promotes hatred and content that does not. Traditionally, the main focus has been on analyzing textual content. However, recent research attempts have also commenced into the identification of audio-based content. Nevertheless, studies have shown that relying solely on audio or text-based content may be ineffective, as recent ups","authors_text":"Amit Barman, Atanu Mandal, Gargi Roy, Indranil Dutta, Sudip Kumar Naskar","cross_cats":["cs.LG","cs.SD","eess.AS","eess.SP"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-01-19T11:59:13Z","title":"Attentive Fusion: A Transformer-based Approach to Multimodal Hate Speech Detection"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2401.10653","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":"sha256:0e2debc4b841fb54c8c08ac6ae7004f3bad5a47771d109f16263115c237fabee","target":"record","created_at":"2026-07-05T07:35:29Z","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":"5dc2e5995a27e4284c4c4c6d6afefcd9d5ed3743603c388425e71b9526b9490f","cross_cats_sorted":["cs.LG","cs.SD","eess.AS","eess.SP"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-01-19T11:59:13Z","title_canon_sha256":"5e5133a597e25976279230ede411bff666b8808228f8070d95015e11bd4129de"},"schema_version":"1.0","source":{"id":"2401.10653","kind":"arxiv","version":1}},"canonical_sha256":"c5f9ab97880364374e89f04025da08285fa1ee6aa8a59af1087b36ad119c359b","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"c5f9ab97880364374e89f04025da08285fa1ee6aa8a59af1087b36ad119c359b","first_computed_at":"2026-07-05T07:35:29.623632Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:35:29.623632Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"ikPRAcs+1aX6Mi4uRr1VIU26EQjbw+cKsFhzE29hqAx1XE8eIpDV4F95CNHtKreMKFSxlyQgrPA2PBVn1zVZCw==","signature_status":"signed_v1","signed_at":"2026-07-05T07:35:29.624083Z","signed_message":"canonical_sha256_bytes"},"source_id":"2401.10653","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:0e2debc4b841fb54c8c08ac6ae7004f3bad5a47771d109f16263115c237fabee","sha256:a3df30ab6359d82908b8206ba26c7efc3da08e84d19f14137f74f5163f222d60"],"state_sha256":"9dc4fdd47ce6bf18569c15a8909b6a674824d2696aa9bf5a35b2cd85e7835316"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"mMgkXy7qgWXVLFwLj/3a0BZauj5G1UPGBmQlyztPWFhRSUYPSSVRYeOX5KEx4vvxbj8vc0WXYqR2mp+pHkJ8AQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-19T03:54:09.535443Z","bundle_sha256":"c2bfa2d7d7f76cdf416ac26bf10e88df205484e445d2fb48596b3f3127a2bf0d"}}