{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2016:6UMNJQSAMNLRAFQUXPEPKWI3PR","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":"91a7cfc1c1f34a7e3b846264fbec4db056b6f3a465916aba62e0f3f0a52ecb84","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2016-09-12T15:16:43Z","title_canon_sha256":"637c4e263ac0a3d85ee594935b0bf9da1c8a03e96d8eae5ee572bcfbe51f9b69"},"schema_version":"1.0","source":{"id":"1609.03441","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1609.03441","created_at":"2026-05-18T00:43:02Z"},{"alias_kind":"arxiv_version","alias_value":"1609.03441v2","created_at":"2026-05-18T00:43:02Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1609.03441","created_at":"2026-05-18T00:43:02Z"},{"alias_kind":"pith_short_12","alias_value":"6UMNJQSAMNLR","created_at":"2026-05-18T12:30:04Z"},{"alias_kind":"pith_short_16","alias_value":"6UMNJQSAMNLRAFQU","created_at":"2026-05-18T12:30:04Z"},{"alias_kind":"pith_short_8","alias_value":"6UMNJQSA","created_at":"2026-05-18T12:30:04Z"}],"graph_snapshots":[{"event_id":"sha256:bb124018303cc4ff8acb150ddfa5bbc40a760afee0b95967770015a8bc962a79","target":"graph","created_at":"2026-05-18T00:43:02Z","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":"We present a dependency parser implemented as a single deep neural network that reads orthographic representations of words and directly generates dependencies and their labels. Unlike typical approaches to parsing, the model doesn't require part-of-speech (POS) tagging of the sentences. With proper regularization and additional supervision achieved with multitask learning we reach state-of-the-art performance on Slavic languages from the Universal Dependencies treebank: with no linguistic features other than characters, our parser is as accurate as a transition- based system trained on perfec","authors_text":"Jan Chorowski, Micha{\\l} Zapotoczny, Pawe{\\l} Rychlikowski","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2016-09-12T15:16:43Z","title":"Read, Tag, and Parse All at Once, or Fully-neural Dependency Parsing"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1609.03441","kind":"arxiv","version":2},"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:f6e8253f5809a8ae64189e8cce75f11d8a83e287b3b3a06d9e7c80198ebc8c39","target":"record","created_at":"2026-05-18T00:43:02Z","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":"91a7cfc1c1f34a7e3b846264fbec4db056b6f3a465916aba62e0f3f0a52ecb84","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2016-09-12T15:16:43Z","title_canon_sha256":"637c4e263ac0a3d85ee594935b0bf9da1c8a03e96d8eae5ee572bcfbe51f9b69"},"schema_version":"1.0","source":{"id":"1609.03441","kind":"arxiv","version":2}},"canonical_sha256":"f518d4c2406357101614bbc8f5591b7c41a4dd67ed24d20e58c612cf088cb9cd","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"f518d4c2406357101614bbc8f5591b7c41a4dd67ed24d20e58c612cf088cb9cd","first_computed_at":"2026-05-18T00:43:02.270984Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:43:02.270984Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"5xQ2X17+/cpTD/bvpA1/6D9vsjp3gqAcvdt3ngOORShETyUtbKmg/4igSR4VmHfZ/MGPxCgh4tDTnj+jRXDDCw==","signature_status":"signed_v1","signed_at":"2026-05-18T00:43:02.271670Z","signed_message":"canonical_sha256_bytes"},"source_id":"1609.03441","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:f6e8253f5809a8ae64189e8cce75f11d8a83e287b3b3a06d9e7c80198ebc8c39","sha256:bb124018303cc4ff8acb150ddfa5bbc40a760afee0b95967770015a8bc962a79"],"state_sha256":"c701eec3317c0d4cafe96466add38391156c689f32afb4ced3befdb86225c213"}