{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:M3LW6ZXE6NH5ZNYSP7PZ5CELHA","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":"1bb7d800ff739f205a792770f06317f506cc3d750fe843878bec0b4b579c3d36","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-02-29T07:08:34Z","title_canon_sha256":"1a31da31d590379d463fbd0e3a551f52584ec8b2da220914bee88d8f6b40ec5c"},"schema_version":"1.0","source":{"id":"2402.18909","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2402.18909","created_at":"2026-07-05T09:18:23Z"},{"alias_kind":"arxiv_version","alias_value":"2402.18909v2","created_at":"2026-07-05T09:18:23Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2402.18909","created_at":"2026-07-05T09:18:23Z"},{"alias_kind":"pith_short_12","alias_value":"M3LW6ZXE6NH5","created_at":"2026-07-05T09:18:23Z"},{"alias_kind":"pith_short_16","alias_value":"M3LW6ZXE6NH5ZNYS","created_at":"2026-07-05T09:18:23Z"},{"alias_kind":"pith_short_8","alias_value":"M3LW6ZXE","created_at":"2026-07-05T09:18:23Z"}],"graph_snapshots":[{"event_id":"sha256:73eaa2930cfebeffd37cc821fc022e42a5b0a6875a5d493510c1699fe2ad0c03","target":"graph","created_at":"2026-07-05T09:18:23Z","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/2402.18909/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Knowledge editing injects knowledge updates into language models to keep them correct and up-to-date. However, its current evaluations deviate significantly from practice: their knowledge updates solely consist of structured facts derived from meticulously crafted datasets, instead of practical sources -- unstructured texts like news articles, and they often overlook practical real-world knowledge updates. To address these issues, in this paper we propose AKEW (Assessing Knowledge Editing in the Wild), a new practical benchmark for knowledge editing. AKEW fully covers three editing settings of","authors_text":"Anh Tuan Luu, Liangming Pan, William Yang Wang, Xiaobao Wu","cross_cats":["cs.AI"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-02-29T07:08:34Z","title":"AKEW: Assessing Knowledge Editing in the Wild"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2402.18909","kind":"arxiv","version":2},"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:f184f2cd63c1a038e8e405e8da69bcc25c58423c006d210705824d989c3b1b64","target":"record","created_at":"2026-07-05T09:18:23Z","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":"1bb7d800ff739f205a792770f06317f506cc3d750fe843878bec0b4b579c3d36","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-02-29T07:08:34Z","title_canon_sha256":"1a31da31d590379d463fbd0e3a551f52584ec8b2da220914bee88d8f6b40ec5c"},"schema_version":"1.0","source":{"id":"2402.18909","kind":"arxiv","version":2}},"canonical_sha256":"66d76f66e4f34fdcb7127fdf9e888b3833e4480cb528307747f604cf00a694ec","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"66d76f66e4f34fdcb7127fdf9e888b3833e4480cb528307747f604cf00a694ec","first_computed_at":"2026-07-05T09:18:23.568973Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:18:23.568973Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"qwhlojDc0UX/wxdS1s755ZMclDuzJwbjl1yWkVDqqYmOhuiItdKwg+uiCmxb8RCTS5H64EIqoOlOu3y4iTpZDg==","signature_status":"signed_v1","signed_at":"2026-07-05T09:18:23.569410Z","signed_message":"canonical_sha256_bytes"},"source_id":"2402.18909","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:f184f2cd63c1a038e8e405e8da69bcc25c58423c006d210705824d989c3b1b64","sha256:73eaa2930cfebeffd37cc821fc022e42a5b0a6875a5d493510c1699fe2ad0c03"],"state_sha256":"47bbdc108d5a6d19f1c7a961a2f882965e6ed62ef1c44a2be65c9cdd487e976f"}