{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2019:I4J2FRFGKEP7X62DC3VSATWM7N","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":"fb10590635e7c18f92fd521a8f7c544afd7509ac9860355ad6050db5f8eeee99","cross_cats_sorted":["stat.ML"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2019-04-05T15:15:45Z","title_canon_sha256":"37af4ea82a686c76f540f84511a75e710bad073ebb97d5e46a79b3c3b493c4bd"},"schema_version":"1.0","source":{"id":"1904.04063","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1904.04063","created_at":"2026-05-17T23:49:07Z"},{"alias_kind":"arxiv_version","alias_value":"1904.04063v1","created_at":"2026-05-17T23:49:07Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1904.04063","created_at":"2026-05-17T23:49:07Z"},{"alias_kind":"pith_short_12","alias_value":"I4J2FRFGKEP7","created_at":"2026-05-18T12:33:18Z"},{"alias_kind":"pith_short_16","alias_value":"I4J2FRFGKEP7X62D","created_at":"2026-05-18T12:33:18Z"},{"alias_kind":"pith_short_8","alias_value":"I4J2FRFG","created_at":"2026-05-18T12:33:18Z"}],"graph_snapshots":[{"event_id":"sha256:e65addf3a64227d42258f056c6248ed105415ac24ead19cb3ef69a4b7c12ecd7","target":"graph","created_at":"2026-05-17T23:49:07Z","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":"The EMNLP 2018 workshop BlackboxNLP was dedicated to resources and techniques specifically developed for analyzing and understanding the inner-workings and representations acquired by neural models of language. Approaches included: systematic manipulation of input to neural networks and investigating the impact on their performance, testing whether interpretable knowledge can be decoded from intermediate representations acquired by neural networks, proposing modifications to neural network architectures to make their knowledge state or generated output more explainable, and examining the perfo","authors_text":"Afra Alishahi, Grzegorz Chrupa{\\l}a, Tal Linzen","cross_cats":["stat.ML"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2019-04-05T15:15:45Z","title":"Analyzing and Interpreting Neural Networks for NLP: A Report on the First BlackboxNLP Workshop"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1904.04063","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:cf0b2c9224f2f49d11cd0073630cca888ff582585c0a5a1b8c9a5f6ebcbb6127","target":"record","created_at":"2026-05-17T23:49:07Z","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":"fb10590635e7c18f92fd521a8f7c544afd7509ac9860355ad6050db5f8eeee99","cross_cats_sorted":["stat.ML"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2019-04-05T15:15:45Z","title_canon_sha256":"37af4ea82a686c76f540f84511a75e710bad073ebb97d5e46a79b3c3b493c4bd"},"schema_version":"1.0","source":{"id":"1904.04063","kind":"arxiv","version":1}},"canonical_sha256":"4713a2c4a6511ffbfb4316eb204eccfb72de8a2079fe1f678767aeb41f4dba40","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"4713a2c4a6511ffbfb4316eb204eccfb72de8a2079fe1f678767aeb41f4dba40","first_computed_at":"2026-05-17T23:49:07.170802Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-17T23:49:07.170802Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"S8qxMvL6UprDWKeloyS5al5OVc+efvujOsulpRYL7jg7SUcKV3ZpN7xCfl9BNtUDkKvwmyewDOV3x6gMBp8aBQ==","signature_status":"signed_v1","signed_at":"2026-05-17T23:49:07.171351Z","signed_message":"canonical_sha256_bytes"},"source_id":"1904.04063","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:cf0b2c9224f2f49d11cd0073630cca888ff582585c0a5a1b8c9a5f6ebcbb6127","sha256:e65addf3a64227d42258f056c6248ed105415ac24ead19cb3ef69a4b7c12ecd7"],"state_sha256":"da403912a866c420ceb92d08f3fa93a68c15136c18a33f5f984c560af32eb133"}