{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:QOVSW4CL2JXMLCNS2T2LD2NDDW","short_pith_number":"pith:QOVSW4CL","canonical_record":{"source":{"id":"2306.10979","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.IR","submitted_at":"2023-06-19T14:37:26Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"7c51a291fc089d95fc3c80b8a63708612aa6a2819b082c06e6e8bfdb9732176b","abstract_canon_sha256":"6dc635b4321e07367e0b322b5c11d9624945e1b4a06486d88f7ec224defe07aa"},"schema_version":"1.0"},"canonical_sha256":"83ab2b704bd26ec589b2d4f4b1e9a31d8cb9e2cbd3cff9ec2ee0abd4096c125f","source":{"kind":"arxiv","id":"2306.10979","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2306.10979","created_at":"2026-07-05T06:22:14Z"},{"alias_kind":"arxiv_version","alias_value":"2306.10979v1","created_at":"2026-07-05T06:22:14Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2306.10979","created_at":"2026-07-05T06:22:14Z"},{"alias_kind":"pith_short_12","alias_value":"QOVSW4CL2JXM","created_at":"2026-07-05T06:22:14Z"},{"alias_kind":"pith_short_16","alias_value":"QOVSW4CL2JXMLCNS","created_at":"2026-07-05T06:22:14Z"},{"alias_kind":"pith_short_8","alias_value":"QOVSW4CL","created_at":"2026-07-05T06:22:14Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:QOVSW4CL2JXMLCNS2T2LD2NDDW","target":"record","payload":{"canonical_record":{"source":{"id":"2306.10979","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.IR","submitted_at":"2023-06-19T14:37:26Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"7c51a291fc089d95fc3c80b8a63708612aa6a2819b082c06e6e8bfdb9732176b","abstract_canon_sha256":"6dc635b4321e07367e0b322b5c11d9624945e1b4a06486d88f7ec224defe07aa"},"schema_version":"1.0"},"canonical_sha256":"83ab2b704bd26ec589b2d4f4b1e9a31d8cb9e2cbd3cff9ec2ee0abd4096c125f","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T06:22:14.693949Z","signature_b64":"8Ip0iN5wLwL3CfBI9nlKPjPhaZ1788AjLWmPgR6NtGVIb59759RCqZgIMeiGqUYpXZe8niY10pRJ1NVupUVmCg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"83ab2b704bd26ec589b2d4f4b1e9a31d8cb9e2cbd3cff9ec2ee0abd4096c125f","last_reissued_at":"2026-07-05T06:22:14.693598Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T06:22:14.693598Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2306.10979","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":"2026-07-05T06:22:14Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"IIVj2j2mQuyhd0tP7Z84UcZD2zqO4l7vQMhkDLeNQb25wV1giMhP7Kt4WZl6UVvJTVJMWxFb/uhBnqSYyUZrDQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-20T16:51:05.990290Z"},"content_sha256":"b3cecf9e6eaf017c761ce0d595c1ce8702694d3783ebd213618092d4bdb6a861","schema_version":"1.0","event_id":"sha256:b3cecf9e6eaf017c761ce0d595c1ce8702694d3783ebd213618092d4bdb6a861"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:QOVSW4CL2JXMLCNS2T2LD2NDDW","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Enhancing Documents with Multidimensional Relevance Statements in Cross-encoder Re-ranking","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.IR","authors_text":"Arian Askari, Gabriella Pasi, Marco Viviani, Rishabh Upadhyay","submitted_at":"2023-06-19T14:37:26Z","abstract_excerpt":"In this paper, we propose a novel approach to consider multiple dimensions of relevance beyond topicality in cross-encoder re-ranking. On the one hand, current multidimensional retrieval models often use na\\\"ive solutions at the re-ranking stage to aggregate multiple relevance scores into an overall one. On the other hand, cross-encoder re-rankers are effective in considering topicality but are not designed to straightforwardly account for other relevance dimensions. To overcome these issues, we envisage enhancing the candidate documents -- which are retrieved by a first-stage lexical retrieva"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2306.10979","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":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2306.10979/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"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":"2026-07-05T06:22:14Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"8izQjv1ZE9ZEhHgAAbJ0cn2j1Ag35X4ToNTJrXyuzJuYDKZWAsIWj0kMR872zJ/teUrTTIkwgWMsIkP5XAHjBQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-20T16:51:05.991389Z"},"content_sha256":"d7d6b9ee2fd2cf9629f9dbf53229d4b993bd0e66ad58dc6f2106cf5fac508e39","schema_version":"1.0","event_id":"sha256:d7d6b9ee2fd2cf9629f9dbf53229d4b993bd0e66ad58dc6f2106cf5fac508e39"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/QOVSW4CL2JXMLCNS2T2LD2NDDW/bundle.json","state_url":"https://pith.science/pith/QOVSW4CL2JXMLCNS2T2LD2NDDW/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/QOVSW4CL2JXMLCNS2T2LD2NDDW/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":"2026-08-20T16:51:05Z","links":{"resolver":"https://pith.science/pith/QOVSW4CL2JXMLCNS2T2LD2NDDW","bundle":"https://pith.science/pith/QOVSW4CL2JXMLCNS2T2LD2NDDW/bundle.json","state":"https://pith.science/pith/QOVSW4CL2JXMLCNS2T2LD2NDDW/state.json","well_known_bundle":"https://pith.science/.well-known/pith/QOVSW4CL2JXMLCNS2T2LD2NDDW/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:QOVSW4CL2JXMLCNS2T2LD2NDDW","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":"6dc635b4321e07367e0b322b5c11d9624945e1b4a06486d88f7ec224defe07aa","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.IR","submitted_at":"2023-06-19T14:37:26Z","title_canon_sha256":"7c51a291fc089d95fc3c80b8a63708612aa6a2819b082c06e6e8bfdb9732176b"},"schema_version":"1.0","source":{"id":"2306.10979","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2306.10979","created_at":"2026-07-05T06:22:14Z"},{"alias_kind":"arxiv_version","alias_value":"2306.10979v1","created_at":"2026-07-05T06:22:14Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2306.10979","created_at":"2026-07-05T06:22:14Z"},{"alias_kind":"pith_short_12","alias_value":"QOVSW4CL2JXM","created_at":"2026-07-05T06:22:14Z"},{"alias_kind":"pith_short_16","alias_value":"QOVSW4CL2JXMLCNS","created_at":"2026-07-05T06:22:14Z"},{"alias_kind":"pith_short_8","alias_value":"QOVSW4CL","created_at":"2026-07-05T06:22:14Z"}],"graph_snapshots":[{"event_id":"sha256:d7d6b9ee2fd2cf9629f9dbf53229d4b993bd0e66ad58dc6f2106cf5fac508e39","target":"graph","created_at":"2026-07-05T06:22:14Z","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/2306.10979/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"In this paper, we propose a novel approach to consider multiple dimensions of relevance beyond topicality in cross-encoder re-ranking. On the one hand, current multidimensional retrieval models often use na\\\"ive solutions at the re-ranking stage to aggregate multiple relevance scores into an overall one. On the other hand, cross-encoder re-rankers are effective in considering topicality but are not designed to straightforwardly account for other relevance dimensions. To overcome these issues, we envisage enhancing the candidate documents -- which are retrieved by a first-stage lexical retrieva","authors_text":"Arian Askari, Gabriella Pasi, Marco Viviani, Rishabh Upadhyay","cross_cats":["cs.AI"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.IR","submitted_at":"2023-06-19T14:37:26Z","title":"Enhancing Documents with Multidimensional Relevance Statements in Cross-encoder Re-ranking"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2306.10979","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:b3cecf9e6eaf017c761ce0d595c1ce8702694d3783ebd213618092d4bdb6a861","target":"record","created_at":"2026-07-05T06:22:14Z","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":"6dc635b4321e07367e0b322b5c11d9624945e1b4a06486d88f7ec224defe07aa","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.IR","submitted_at":"2023-06-19T14:37:26Z","title_canon_sha256":"7c51a291fc089d95fc3c80b8a63708612aa6a2819b082c06e6e8bfdb9732176b"},"schema_version":"1.0","source":{"id":"2306.10979","kind":"arxiv","version":1}},"canonical_sha256":"83ab2b704bd26ec589b2d4f4b1e9a31d8cb9e2cbd3cff9ec2ee0abd4096c125f","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"83ab2b704bd26ec589b2d4f4b1e9a31d8cb9e2cbd3cff9ec2ee0abd4096c125f","first_computed_at":"2026-07-05T06:22:14.693598Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T06:22:14.693598Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"8Ip0iN5wLwL3CfBI9nlKPjPhaZ1788AjLWmPgR6NtGVIb59759RCqZgIMeiGqUYpXZe8niY10pRJ1NVupUVmCg==","signature_status":"signed_v1","signed_at":"2026-07-05T06:22:14.693949Z","signed_message":"canonical_sha256_bytes"},"source_id":"2306.10979","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:b3cecf9e6eaf017c761ce0d595c1ce8702694d3783ebd213618092d4bdb6a861","sha256:d7d6b9ee2fd2cf9629f9dbf53229d4b993bd0e66ad58dc6f2106cf5fac508e39"],"state_sha256":"16e33293cc6a315a10248727f8fb255eb1b20f06fd8f21ae15cc3883bd920a48"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"v6KR0y5eLf2fU1iPFOJe4CmsrFwksT30C9GKczGt83uFLvIFnGmMDzpNM9MyVjo5S41lRtFu1ZCrrJx+agc7Bw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-20T16:51:05.997255Z","bundle_sha256":"56a25ecf9e7706666b11470e5b0f9f05eb2d77563c72f2a016f175d1912fa6a9"}}