{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:6JGTM4XUP5JQZ3TQBE2A3C77B2","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":"6f8f77d86a8d08ccfd14b2c4aefb0bfd36c652c808d8638f890f14428fc0b856","cross_cats_sorted":["cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2023-10-23T17:42:01Z","title_canon_sha256":"d8edabe948d495411142c4e1d5ab621423a36daf383a13f8bfba509d7ab4fce5"},"schema_version":"1.0","source":{"id":"2310.15135","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2310.15135","created_at":"2026-07-05T07:04:06Z"},{"alias_kind":"arxiv_version","alias_value":"2310.15135v1","created_at":"2026-07-05T07:04:06Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2310.15135","created_at":"2026-07-05T07:04:06Z"},{"alias_kind":"pith_short_12","alias_value":"6JGTM4XUP5JQ","created_at":"2026-07-05T07:04:06Z"},{"alias_kind":"pith_short_16","alias_value":"6JGTM4XUP5JQZ3TQ","created_at":"2026-07-05T07:04:06Z"},{"alias_kind":"pith_short_8","alias_value":"6JGTM4XU","created_at":"2026-07-05T07:04:06Z"}],"graph_snapshots":[{"event_id":"sha256:af1fc342a39ca921db6ff560960c6267d408cade77a75a860c8e822d59cca3f8","target":"graph","created_at":"2026-07-05T07:04:06Z","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/2310.15135/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Historically, researchers and consumers have noticed a decrease in quality when applying NLP tools to minority variants of languages (i.e. Puerto Rican Spanish or Swiss German), but studies exploring this have been limited to a select few languages. Additionally, past studies have mainly been conducted in a monolingual context, so cross-linguistic trends have not been identified and tied to external factors. In this work, we conduct a comprehensive evaluation of the most influential, state-of-the-art large language models (LLMs) across two high-use applications, machine translation and automat","authors_text":"Anjali Kantharuban, Anna Korhonen, Ivan Vuli\\'c","cross_cats":["cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2023-10-23T17:42:01Z","title":"Quantifying the Dialect Gap and its Correlates Across Languages"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2310.15135","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:adc62139edb50c2fe8c8ef2abbd074ca0028ed6a28a96910c04fe76b56aa4001","target":"record","created_at":"2026-07-05T07:04:06Z","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":"6f8f77d86a8d08ccfd14b2c4aefb0bfd36c652c808d8638f890f14428fc0b856","cross_cats_sorted":["cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2023-10-23T17:42:01Z","title_canon_sha256":"d8edabe948d495411142c4e1d5ab621423a36daf383a13f8bfba509d7ab4fce5"},"schema_version":"1.0","source":{"id":"2310.15135","kind":"arxiv","version":1}},"canonical_sha256":"f24d3672f47f530cee7009340d8bff0eb482397b234865d48438d562dd2d6f5f","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"f24d3672f47f530cee7009340d8bff0eb482397b234865d48438d562dd2d6f5f","first_computed_at":"2026-07-05T07:04:06.518122Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:04:06.518122Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"/CujzCt5NQ9mHYqK3CxRCwJ0Y7tUbRzD10mtzSBVVj9OTcoDd/lvfXmBnq6ifZKMxTqqX/QHna9X76hG2TAmCw==","signature_status":"signed_v1","signed_at":"2026-07-05T07:04:06.518518Z","signed_message":"canonical_sha256_bytes"},"source_id":"2310.15135","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:adc62139edb50c2fe8c8ef2abbd074ca0028ed6a28a96910c04fe76b56aa4001","sha256:af1fc342a39ca921db6ff560960c6267d408cade77a75a860c8e822d59cca3f8"],"state_sha256":"8b6af138d01ce99ff678c0fd1414ff79542ad737c6ce0a174a7fec6cabd34348"}