{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:UEL364KUX3XWGUSW42FGJHSGVN","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":"5545d927fd84a54d0dcf4917b84dc5ebe968001196ac64dbad6288941b98e3f2","cross_cats_sorted":["cs.CV","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-07-16T15:36:58Z","title_canon_sha256":"3c6a87a8dfbac7d68b45b5d20586f43902d9af7719c09e09de5a3757fbb5f7ac"},"schema_version":"1.0","source":{"id":"2407.11855","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2407.11855","created_at":"2026-07-05T08:44:41Z"},{"alias_kind":"arxiv_version","alias_value":"2407.11855v1","created_at":"2026-07-05T08:44:41Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2407.11855","created_at":"2026-07-05T08:44:41Z"},{"alias_kind":"pith_short_12","alias_value":"UEL364KUX3XW","created_at":"2026-07-05T08:44:41Z"},{"alias_kind":"pith_short_16","alias_value":"UEL364KUX3XWGUSW","created_at":"2026-07-05T08:44:41Z"},{"alias_kind":"pith_short_8","alias_value":"UEL364KU","created_at":"2026-07-05T08:44:41Z"}],"graph_snapshots":[{"event_id":"sha256:99043235e87140c6bf02b14029d3866d98943e5f90030cd4caf5809e60a9eecf","target":"graph","created_at":"2026-07-05T08:44:41Z","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/2407.11855/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Sign language translation (SLT) addresses the problem of translating information from a sign language in video to a spoken language in text. Existing studies, while showing progress, are often limited to narrow domains and/or few sign languages and struggle with open-domain tasks. In this paper, we push forward the frontier of SLT by scaling pretraining data, model size, and number of translation directions. We perform large-scale SLT pretraining on different data including 1) noisy multilingual YouTube SLT data, 2) parallel text corpora, and 3) SLT data augmented by translating video captions","authors_text":"Biao Zhang, Garrett Tanzer, Orhan Firat","cross_cats":["cs.CV","cs.LG"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-07-16T15:36:58Z","title":"Scaling Sign Language Translation"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2407.11855","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":"sha256:4aa771f04defc552d6ea5ea38333b002428fef2df24295a6b44e95de297d8f87","target":"record","created_at":"2026-07-05T08:44:41Z","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":"5545d927fd84a54d0dcf4917b84dc5ebe968001196ac64dbad6288941b98e3f2","cross_cats_sorted":["cs.CV","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-07-16T15:36:58Z","title_canon_sha256":"3c6a87a8dfbac7d68b45b5d20586f43902d9af7719c09e09de5a3757fbb5f7ac"},"schema_version":"1.0","source":{"id":"2407.11855","kind":"arxiv","version":1}},"canonical_sha256":"a117bf7154beef635256e68a649e46ab5f703a5554a97eb859213ad13960a6fd","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"a117bf7154beef635256e68a649e46ab5f703a5554a97eb859213ad13960a6fd","first_computed_at":"2026-07-05T08:44:41.605508Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:44:41.605508Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"2OysLDgsk7O+aEBqjlWskwNUePcIdNE7NSU220ZicsRXwMJb+TZTwW8pLZ4pcYsNBDQuJu7A0Z2BKatNDRTkDQ==","signature_status":"signed_v1","signed_at":"2026-07-05T08:44:41.606073Z","signed_message":"canonical_sha256_bytes"},"source_id":"2407.11855","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:4aa771f04defc552d6ea5ea38333b002428fef2df24295a6b44e95de297d8f87","sha256:99043235e87140c6bf02b14029d3866d98943e5f90030cd4caf5809e60a9eecf"],"state_sha256":"6372b0f45fd47f28c5d247e5bf859924e6b3cc256b0375d15d751574f361a47c"}