{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2021:YCLL5DFVT6G3PJEBT4VH7TJZ77","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":"00bf693ae0b349516101910b02c3bdbb6e073885de81c9040948b437030d714d","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2021-10-14T17:22:10Z","title_canon_sha256":"8099ae59a33155763c8e10d217320fe06bce1a474ee7c79231b7c7bac52d0160"},"schema_version":"1.0","source":{"id":"2110.07550","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2110.07550","created_at":"2026-07-05T04:42:56Z"},{"alias_kind":"arxiv_version","alias_value":"2110.07550v2","created_at":"2026-07-05T04:42:56Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2110.07550","created_at":"2026-07-05T04:42:56Z"},{"alias_kind":"pith_short_12","alias_value":"YCLL5DFVT6G3","created_at":"2026-07-05T04:42:56Z"},{"alias_kind":"pith_short_16","alias_value":"YCLL5DFVT6G3PJEB","created_at":"2026-07-05T04:42:56Z"},{"alias_kind":"pith_short_8","alias_value":"YCLL5DFV","created_at":"2026-07-05T04:42:56Z"}],"graph_snapshots":[{"event_id":"sha256:10f39071c696e438f54c6fedefc60203650a8d511fdc7ebc571ff9a54e453095","target":"graph","created_at":"2026-07-05T04:42:56Z","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/2110.07550/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Neural rationale models are popular for interpretable predictions of NLP tasks. In these, a selector extracts segments of the input text, called rationales, and passes these segments to a classifier for prediction. Since the rationale is the only information accessible to the classifier, it is plausibly defined as the explanation. Is such a characterization unconditionally correct? In this paper, we argue to the contrary, with both philosophical perspectives and empirical evidence suggesting that rationale models are, perhaps, less rational and interpretable than expected. We call for more rig","authors_text":"Julie Shah, Serena Booth, Yilun Zhou, Yiming Zheng","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2021-10-14T17:22:10Z","title":"The Irrationality of Neural Rationale Models"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2110.07550","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:af0775d119c8b82a0ec73c718c30bc801e159b8afe718d2c183b77f965aea101","target":"record","created_at":"2026-07-05T04:42:56Z","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":"00bf693ae0b349516101910b02c3bdbb6e073885de81c9040948b437030d714d","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2021-10-14T17:22:10Z","title_canon_sha256":"8099ae59a33155763c8e10d217320fe06bce1a474ee7c79231b7c7bac52d0160"},"schema_version":"1.0","source":{"id":"2110.07550","kind":"arxiv","version":2}},"canonical_sha256":"c096be8cb59f8db7a4819f2a7fcd39fff2e2a060c4b29f36226f3d75bb574ccb","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"c096be8cb59f8db7a4819f2a7fcd39fff2e2a060c4b29f36226f3d75bb574ccb","first_computed_at":"2026-07-05T04:42:56.554717Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T04:42:56.554717Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"RAgVZk0rpXk4q4pWkQtnxxnE5pwjBKNSzcdgxyZ3jomQD93a0bsRDAxiGmMJjjdATFwy18XDyRl+1niWWqVRBA==","signature_status":"signed_v1","signed_at":"2026-07-05T04:42:56.555077Z","signed_message":"canonical_sha256_bytes"},"source_id":"2110.07550","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:af0775d119c8b82a0ec73c718c30bc801e159b8afe718d2c183b77f965aea101","sha256:10f39071c696e438f54c6fedefc60203650a8d511fdc7ebc571ff9a54e453095"],"state_sha256":"27e5b775e6ff4f5712d2f027e53696fcb4fc33862648c624b187ff1fe30c7d4e"}