{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:4AZK4JS6G5ZQGE3UAJ3BJ5QGCT","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":"77e009a5d972d4497fb264ccd7b2a29e344371ded49842ac46442fc15801ccb1","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-05-08T15:13:33Z","title_canon_sha256":"1e024a7be54a76c410da595ff94f20bf108ba21db0b0d3068d242783ff9acfa1"},"schema_version":"1.0","source":{"id":"2405.05116","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2405.05116","created_at":"2026-07-05T10:11:19Z"},{"alias_kind":"arxiv_version","alias_value":"2405.05116v3","created_at":"2026-07-05T10:11:19Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2405.05116","created_at":"2026-07-05T10:11:19Z"},{"alias_kind":"pith_short_12","alias_value":"4AZK4JS6G5ZQ","created_at":"2026-07-05T10:11:19Z"},{"alias_kind":"pith_short_16","alias_value":"4AZK4JS6G5ZQGE3U","created_at":"2026-07-05T10:11:19Z"},{"alias_kind":"pith_short_8","alias_value":"4AZK4JS6","created_at":"2026-07-05T10:11:19Z"}],"graph_snapshots":[{"event_id":"sha256:e8c7c34caf2b4ba6d4fe1d202dcb7e64aedca1ccc998ae4e891b9acf4c0889f9","target":"graph","created_at":"2026-07-05T10:11:19Z","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/2405.05116/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Recent studies indicate that leveraging off-the-shelf or fine-tuned retrievers, capable of retrieving relevant in-context examples tailored to the input query, enhances few-shot in-context learning of English. However, adapting these methods to other languages, especially low-resource ones, poses challenges due to the scarcity of cross-lingual retrievers and annotated data. Thus, we introduce XAMPLER: Cross-Lingual Example Retrieval, a method tailored to tackle the challenge of cross-lingual in-context learning using only annotated English data. XAMPLER first trains a retriever based on Glot50","authors_text":"Andr\\'e F. T. Martins, Hinrich Sch\\\"utze, Peiqin Lin","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-05-08T15:13:33Z","title":"XAMPLER: Learning to Retrieve Cross-Lingual In-Context Examples"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2405.05116","kind":"arxiv","version":3},"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:d4ca158c0fba4688ef8fecc4018909479fb3f97eace01a22825453ec256f8c7f","target":"record","created_at":"2026-07-05T10:11:19Z","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":"77e009a5d972d4497fb264ccd7b2a29e344371ded49842ac46442fc15801ccb1","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-05-08T15:13:33Z","title_canon_sha256":"1e024a7be54a76c410da595ff94f20bf108ba21db0b0d3068d242783ff9acfa1"},"schema_version":"1.0","source":{"id":"2405.05116","kind":"arxiv","version":3}},"canonical_sha256":"e032ae265e3773031374027614f60614c1e00766854ce7972d29a4bf01435556","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"e032ae265e3773031374027614f60614c1e00766854ce7972d29a4bf01435556","first_computed_at":"2026-07-05T10:11:19.189111Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:11:19.189111Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"/mFvjtDO7p+gn2HC+Ul1yxc38pboP+S85S/lpBXMX3NPYPq4tzWneLQ2djTjSy4zMrIfD875zlb3dujmOIYkDQ==","signature_status":"signed_v1","signed_at":"2026-07-05T10:11:19.189580Z","signed_message":"canonical_sha256_bytes"},"source_id":"2405.05116","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:d4ca158c0fba4688ef8fecc4018909479fb3f97eace01a22825453ec256f8c7f","sha256:e8c7c34caf2b4ba6d4fe1d202dcb7e64aedca1ccc998ae4e891b9acf4c0889f9"],"state_sha256":"c458b8b9b16754d3dce849fbbb5fdca76688a9024b61d2c1ca11e00c63ae7583"}