{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2018:WGK3WMTJM75HAQWBXYS54HUN2W","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":"93958a74e4c34b55321ae5f19ef5bef222a980341b66ad649fedc3411dc7a93b","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2018-11-21T14:36:30Z","title_canon_sha256":"2ecb1d1c3e91f0ce1fb0dd11f953ff5eb40d4604c917ffb8ea4c7fd72a1c649c"},"schema_version":"1.0","source":{"id":"1811.08757","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1811.08757","created_at":"2026-05-18T00:00:11Z"},{"alias_kind":"arxiv_version","alias_value":"1811.08757v1","created_at":"2026-05-18T00:00:11Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1811.08757","created_at":"2026-05-18T00:00:11Z"},{"alias_kind":"pith_short_12","alias_value":"WGK3WMTJM75H","created_at":"2026-05-18T12:32:59Z"},{"alias_kind":"pith_short_16","alias_value":"WGK3WMTJM75HAQWB","created_at":"2026-05-18T12:32:59Z"},{"alias_kind":"pith_short_8","alias_value":"WGK3WMTJ","created_at":"2026-05-18T12:32:59Z"}],"graph_snapshots":[{"event_id":"sha256:2c8c67e380290f86b8049e30cfaaea7fa41d022e70ac419f61401569924f6598","target":"graph","created_at":"2026-05-18T00:00:11Z","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"},"paper":{"abstract_excerpt":"In natural language processing, the deep learning revolution has shifted the focus from conventional hand-crafted symbolic representations to dense inputs, which are adequate representations learned automatically from corpora. However, particularly when working with low-resource languages, small amounts of symbolic lexical resources such as user-generated lexicons are often available even when gold-standard corpora are not. Such additional linguistic information is though often neglected, and recent neural approaches to cross-lingual tagging typically rely only on word and subword embeddings. ","authors_text":"Barbara Plank, Sigrid Klerke, Zeljko Agic","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2018-11-21T14:36:30Z","title":"The Best of Both Worlds: Lexical Resources To Improve Low-Resource Part-of-Speech Tagging"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1811.08757","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":"sha256:199d57a5a38c77eeaa1c80c76b3f2daf435a00ca77108096c496a28b29dfb5ed","target":"record","created_at":"2026-05-18T00:00:11Z","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":"93958a74e4c34b55321ae5f19ef5bef222a980341b66ad649fedc3411dc7a93b","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2018-11-21T14:36:30Z","title_canon_sha256":"2ecb1d1c3e91f0ce1fb0dd11f953ff5eb40d4604c917ffb8ea4c7fd72a1c649c"},"schema_version":"1.0","source":{"id":"1811.08757","kind":"arxiv","version":1}},"canonical_sha256":"b195bb326967fa7042c1be25de1e8dd592dbdc635a8e8e8d471d4d875ad01dbd","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"b195bb326967fa7042c1be25de1e8dd592dbdc635a8e8e8d471d4d875ad01dbd","first_computed_at":"2026-05-18T00:00:11.651480Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:00:11.651480Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"s78dcqtbjN6mRQgKt9WUDvmnXY3j8lRb9Xihn+mILjhoBrJd4ppFZ3CaPOvvioqamhF1/yVLo3d0vnSpxxU8Cw==","signature_status":"signed_v1","signed_at":"2026-05-18T00:00:11.652050Z","signed_message":"canonical_sha256_bytes"},"source_id":"1811.08757","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:199d57a5a38c77eeaa1c80c76b3f2daf435a00ca77108096c496a28b29dfb5ed","sha256:2c8c67e380290f86b8049e30cfaaea7fa41d022e70ac419f61401569924f6598"],"state_sha256":"2d47f78f60155b63a352da159d3803a92ce0d8896482de068e0d6a823e8fca0e"}