{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2019:T46PCLNWZQYQSMJNPUBTDYYTEK","short_pith_number":"pith:T46PCLNW","canonical_record":{"source":{"id":"1906.04678","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SI","submitted_at":"2019-06-11T16:19:11Z","cross_cats_sorted":["cs.NE"],"title_canon_sha256":"7a6f90ea7eec888fcd9e09a3c735205b12a8e196749fe58539594cd119337f3f","abstract_canon_sha256":"1b7e156569a5812cf9a1b283f91e55ced9a486f8e8bd7a79a76e60116856bbb6"},"schema_version":"1.0"},"canonical_sha256":"9f3cf12db6cc3109312d7d0331e31322b74ca54bf3ac4a5c521a58f303fad4e0","source":{"kind":"arxiv","id":"1906.04678","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1906.04678","created_at":"2026-05-17T23:43:33Z"},{"alias_kind":"arxiv_version","alias_value":"1906.04678v1","created_at":"2026-05-17T23:43:33Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1906.04678","created_at":"2026-05-17T23:43:33Z"},{"alias_kind":"pith_short_12","alias_value":"T46PCLNWZQYQ","created_at":"2026-05-18T12:33:27Z"},{"alias_kind":"pith_short_16","alias_value":"T46PCLNWZQYQSMJN","created_at":"2026-05-18T12:33:27Z"},{"alias_kind":"pith_short_8","alias_value":"T46PCLNW","created_at":"2026-05-18T12:33:27Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2019:T46PCLNWZQYQSMJNPUBTDYYTEK","target":"record","payload":{"canonical_record":{"source":{"id":"1906.04678","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SI","submitted_at":"2019-06-11T16:19:11Z","cross_cats_sorted":["cs.NE"],"title_canon_sha256":"7a6f90ea7eec888fcd9e09a3c735205b12a8e196749fe58539594cd119337f3f","abstract_canon_sha256":"1b7e156569a5812cf9a1b283f91e55ced9a486f8e8bd7a79a76e60116856bbb6"},"schema_version":"1.0"},"canonical_sha256":"9f3cf12db6cc3109312d7d0331e31322b74ca54bf3ac4a5c521a58f303fad4e0","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-17T23:43:33.779214Z","signature_b64":"VkcMH3BwjSWp5QdGQGoejvCW+Vl/i04zlv59HhzvpVUi0QhT0D8sPtT5wjIjdoYJi04Q+OxaZpHfvkHxCHipCg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"9f3cf12db6cc3109312d7d0331e31322b74ca54bf3ac4a5c521a58f303fad4e0","last_reissued_at":"2026-05-17T23:43:33.778748Z","signature_status":"signed_v1","first_computed_at":"2026-05-17T23:43:33.778748Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"1906.04678","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":"2026-05-17T23:43:33Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"AcahVkP7nRIe/8PS4LaLbtKxmOZylXFGnAhnWvnDr+7Ktw9iiOLFbPE4kn0nQORInkqkwlsjld6RZFMU5q3tDg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-28T03:28:08.228006Z"},"content_sha256":"dbc2398cf4c1c5c1805b9dfe307434885f8f92e0a3a7fc326f9d871917fe2104","schema_version":"1.0","event_id":"sha256:dbc2398cf4c1c5c1805b9dfe307434885f8f92e0a3a7fc326f9d871917fe2104"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2019:T46PCLNWZQYQSMJNPUBTDYYTEK","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"StRE: Self Attentive Edit Quality Prediction in Wikipedia","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.NE"],"primary_cat":"cs.SI","authors_text":"Animesh Mukherjee, Bhanu Prakash Reddy, Sandipan Sikdar, Soumya Sarkar","submitted_at":"2019-06-11T16:19:11Z","abstract_excerpt":"Wikipedia can easily be justified as a behemoth, considering the sheer volume of content that is added or removed every minute to its several projects. This creates an immense scope, in the field of natural language processing towards developing automated tools for content moderation and review. In this paper we propose Self Attentive Revision Encoder (StRE) which leverages orthographic similarity of lexical units toward predicting the quality of new edits. In contrast to existing propositions which primarily employ features like page reputation, editor activity or rule based heuristics, we ut"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1906.04678","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":""},"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":"2026-05-17T23:43:33Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"dVP8Ii6iuHP9gDrKy27IlxurGUZ+zgD0mhCGx+SpPbdfx9s+i2PO4M33IkTckTgBLlMhsXrtZnlfhZmnvR1BAQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-28T03:28:08.228363Z"},"content_sha256":"585b242b4ae5e75bb572d93b95f05a1cbb951cbe530f9aa8cbfa6b77191e2f9a","schema_version":"1.0","event_id":"sha256:585b242b4ae5e75bb572d93b95f05a1cbb951cbe530f9aa8cbfa6b77191e2f9a"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/T46PCLNWZQYQSMJNPUBTDYYTEK/bundle.json","state_url":"https://pith.science/pith/T46PCLNWZQYQSMJNPUBTDYYTEK/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/T46PCLNWZQYQSMJNPUBTDYYTEK/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":"2026-06-28T03:28:08Z","links":{"resolver":"https://pith.science/pith/T46PCLNWZQYQSMJNPUBTDYYTEK","bundle":"https://pith.science/pith/T46PCLNWZQYQSMJNPUBTDYYTEK/bundle.json","state":"https://pith.science/pith/T46PCLNWZQYQSMJNPUBTDYYTEK/state.json","well_known_bundle":"https://pith.science/.well-known/pith/T46PCLNWZQYQSMJNPUBTDYYTEK/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2019:T46PCLNWZQYQSMJNPUBTDYYTEK","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":"1b7e156569a5812cf9a1b283f91e55ced9a486f8e8bd7a79a76e60116856bbb6","cross_cats_sorted":["cs.NE"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SI","submitted_at":"2019-06-11T16:19:11Z","title_canon_sha256":"7a6f90ea7eec888fcd9e09a3c735205b12a8e196749fe58539594cd119337f3f"},"schema_version":"1.0","source":{"id":"1906.04678","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1906.04678","created_at":"2026-05-17T23:43:33Z"},{"alias_kind":"arxiv_version","alias_value":"1906.04678v1","created_at":"2026-05-17T23:43:33Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1906.04678","created_at":"2026-05-17T23:43:33Z"},{"alias_kind":"pith_short_12","alias_value":"T46PCLNWZQYQ","created_at":"2026-05-18T12:33:27Z"},{"alias_kind":"pith_short_16","alias_value":"T46PCLNWZQYQSMJN","created_at":"2026-05-18T12:33:27Z"},{"alias_kind":"pith_short_8","alias_value":"T46PCLNW","created_at":"2026-05-18T12:33:27Z"}],"graph_snapshots":[{"event_id":"sha256:585b242b4ae5e75bb572d93b95f05a1cbb951cbe530f9aa8cbfa6b77191e2f9a","target":"graph","created_at":"2026-05-17T23:43:33Z","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":"Wikipedia can easily be justified as a behemoth, considering the sheer volume of content that is added or removed every minute to its several projects. This creates an immense scope, in the field of natural language processing towards developing automated tools for content moderation and review. In this paper we propose Self Attentive Revision Encoder (StRE) which leverages orthographic similarity of lexical units toward predicting the quality of new edits. In contrast to existing propositions which primarily employ features like page reputation, editor activity or rule based heuristics, we ut","authors_text":"Animesh Mukherjee, Bhanu Prakash Reddy, Sandipan Sikdar, Soumya Sarkar","cross_cats":["cs.NE"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SI","submitted_at":"2019-06-11T16:19:11Z","title":"StRE: Self Attentive Edit Quality Prediction in Wikipedia"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1906.04678","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:dbc2398cf4c1c5c1805b9dfe307434885f8f92e0a3a7fc326f9d871917fe2104","target":"record","created_at":"2026-05-17T23:43:33Z","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":"1b7e156569a5812cf9a1b283f91e55ced9a486f8e8bd7a79a76e60116856bbb6","cross_cats_sorted":["cs.NE"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SI","submitted_at":"2019-06-11T16:19:11Z","title_canon_sha256":"7a6f90ea7eec888fcd9e09a3c735205b12a8e196749fe58539594cd119337f3f"},"schema_version":"1.0","source":{"id":"1906.04678","kind":"arxiv","version":1}},"canonical_sha256":"9f3cf12db6cc3109312d7d0331e31322b74ca54bf3ac4a5c521a58f303fad4e0","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"9f3cf12db6cc3109312d7d0331e31322b74ca54bf3ac4a5c521a58f303fad4e0","first_computed_at":"2026-05-17T23:43:33.778748Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-17T23:43:33.778748Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"VkcMH3BwjSWp5QdGQGoejvCW+Vl/i04zlv59HhzvpVUi0QhT0D8sPtT5wjIjdoYJi04Q+OxaZpHfvkHxCHipCg==","signature_status":"signed_v1","signed_at":"2026-05-17T23:43:33.779214Z","signed_message":"canonical_sha256_bytes"},"source_id":"1906.04678","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:dbc2398cf4c1c5c1805b9dfe307434885f8f92e0a3a7fc326f9d871917fe2104","sha256:585b242b4ae5e75bb572d93b95f05a1cbb951cbe530f9aa8cbfa6b77191e2f9a"],"state_sha256":"0eb08e0d8ce30c9d38eac7d52d924b6d26e295286eb2967cc01bceab3ede31f7"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"PdulFBvYUSv69v1NWN8Hyc+7Nr+aNUDqVYrnduwlPKpu54XHDnJSgG7bFd8mBtvaLm+SGAGxB1120u+Ud2ysBg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-06-28T03:28:08.230268Z","bundle_sha256":"f5a0be1b7d3e0dbed0c6beba23902529d5a9a93f3d84d4b0a193f6db57fc148c"}}