{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2022:GDOTWN5QB6HW7MATNRDMECP63X","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":"681497d712a06a8d9717e1267a80269d676f33746105e8eab4576908ed13e318","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2022-10-25T17:09:08Z","title_canon_sha256":"e23c46e2996fabd3074a8589eb9cad75ef396a37b9a0dbc9c71549f273aaa5f3"},"schema_version":"1.0","source":{"id":"2210.14174","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2210.14174","created_at":"2026-07-05T05:10:26Z"},{"alias_kind":"arxiv_version","alias_value":"2210.14174v1","created_at":"2026-07-05T05:10:26Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2210.14174","created_at":"2026-07-05T05:10:26Z"},{"alias_kind":"pith_short_12","alias_value":"GDOTWN5QB6HW","created_at":"2026-07-05T05:10:26Z"},{"alias_kind":"pith_short_16","alias_value":"GDOTWN5QB6HW7MAT","created_at":"2026-07-05T05:10:26Z"},{"alias_kind":"pith_short_8","alias_value":"GDOTWN5Q","created_at":"2026-07-05T05:10:26Z"}],"graph_snapshots":[{"event_id":"sha256:3414c09a9ae33b0d9457dd319b93dde8498b99af7e96b6cf1cd8f83cbf078060","target":"graph","created_at":"2026-07-05T05:10:26Z","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/2210.14174/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Despite extensive recent advances in summary generation models, evaluation of auto-generated summaries still widely relies on single-score systems insufficient for transparent assessment and in-depth qualitative analysis. Towards bridging this gap, we propose the multifaceted interpretable summary evaluation method (MISEM), which is based on allocation of a summary's contextual token embeddings to semantic topics identified in the reference text. We further contribute an interpretability toolbox for automated summary evaluation and interactive visual analysis of summary scoring, topic identifi","authors_text":"Andrea Giovannini, Ben Schaper, Christopher Lohse, Marcell Streile, Richard Osuala","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2022-10-25T17:09:08Z","title":"Towards Interpretable Summary Evaluation via Allocation of Contextual Embeddings to Reference Text Topics"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2210.14174","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:a85a4c7fff8365661d3ee49707d19d7cb8285a4c78fc378d83a8d193b124d314","target":"record","created_at":"2026-07-05T05:10:26Z","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":"681497d712a06a8d9717e1267a80269d676f33746105e8eab4576908ed13e318","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2022-10-25T17:09:08Z","title_canon_sha256":"e23c46e2996fabd3074a8589eb9cad75ef396a37b9a0dbc9c71549f273aaa5f3"},"schema_version":"1.0","source":{"id":"2210.14174","kind":"arxiv","version":1}},"canonical_sha256":"30dd3b37b00f8f6fb0136c46c209feddd691d7ea5035f4f15d70b6acbd37054b","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"30dd3b37b00f8f6fb0136c46c209feddd691d7ea5035f4f15d70b6acbd37054b","first_computed_at":"2026-07-05T05:10:26.907021Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T05:10:26.907021Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"aDNsbh7HmSU0PrTsWWjl/kiycExBXgBaR41P373IqiT8EzGZrznOuenudndKdmwapGUnmfV6XiQ2xv8/Zqo4Dw==","signature_status":"signed_v1","signed_at":"2026-07-05T05:10:26.907376Z","signed_message":"canonical_sha256_bytes"},"source_id":"2210.14174","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:a85a4c7fff8365661d3ee49707d19d7cb8285a4c78fc378d83a8d193b124d314","sha256:3414c09a9ae33b0d9457dd319b93dde8498b99af7e96b6cf1cd8f83cbf078060"],"state_sha256":"cdb9f848929937f487b26ffbc1f5b3881bd7e349c38790a84cafbcd7d4b03725"}