{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2015:KGAKRPSCL5DNTUTKVDRKGDDFQW","short_pith_number":"pith:KGAKRPSC","schema_version":"1.0","canonical_sha256":"5180a8be425f46d9d26aa8e2a30c6585a7b6a4c27bba815e0d6b2eac6ed6d1d3","source":{"kind":"arxiv","id":"1507.05630","version":1},"attestation_state":"computed","paper":{"title":"Notes About a More Aware Dependency Parser","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CL","authors_text":"Matteo Grella","submitted_at":"2015-07-20T20:01:44Z","abstract_excerpt":"In this paper I explain the reasons that led me to research and conceive a novel technology for dependency parsing, mixing together the strengths of data-driven transition-based and constraint-based approaches. In particular I highlight the problem to infer the reliability of the results of a data-driven transition-based parser, which is extremely important for high-level processes that expect to use correct parsing results. I then briefly introduce a number of notes about a new parser model I'm working on, capable to proceed with the analysis in a \"more aware\" way, with a more \"robust\" concep"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"1507.05630","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2015-07-20T20:01:44Z","cross_cats_sorted":[],"title_canon_sha256":"399879df91c8ab9397ee4d4052d26c21048b1226e10858e8f9931f6cb865f603","abstract_canon_sha256":"5375f249e4689662be2879dc96c7102a85780558c496ddff46f048ee723ba27e"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T01:36:32.895306Z","signature_b64":"BEGMQkKlCdyfIj5uujqnAw60iYh0dL3kXWnnL7ilynzMZFQaHenAFuzfVy0I9CI2hnm6SSdcSFkI4YiHyLl2AQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"5180a8be425f46d9d26aa8e2a30c6585a7b6a4c27bba815e0d6b2eac6ed6d1d3","last_reissued_at":"2026-05-18T01:36:32.894627Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T01:36:32.894627Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Notes About a More Aware Dependency Parser","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CL","authors_text":"Matteo Grella","submitted_at":"2015-07-20T20:01:44Z","abstract_excerpt":"In this paper I explain the reasons that led me to research and conceive a novel technology for dependency parsing, mixing together the strengths of data-driven transition-based and constraint-based approaches. In particular I highlight the problem to infer the reliability of the results of a data-driven transition-based parser, which is extremely important for high-level processes that expect to use correct parsing results. I then briefly introduce a number of notes about a new parser model I'm working on, capable to proceed with the analysis in a \"more aware\" way, with a more \"robust\" concep"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1507.05630","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"aliases":[{"alias_kind":"arxiv","alias_value":"1507.05630","created_at":"2026-05-18T01:36:32.894729+00:00"},{"alias_kind":"arxiv_version","alias_value":"1507.05630v1","created_at":"2026-05-18T01:36:32.894729+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1507.05630","created_at":"2026-05-18T01:36:32.894729+00:00"},{"alias_kind":"pith_short_12","alias_value":"KGAKRPSCL5DN","created_at":"2026-05-18T12:29:27.538025+00:00"},{"alias_kind":"pith_short_16","alias_value":"KGAKRPSCL5DNTUTK","created_at":"2026-05-18T12:29:27.538025+00:00"},{"alias_kind":"pith_short_8","alias_value":"KGAKRPSC","created_at":"2026-05-18T12:29:27.538025+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/KGAKRPSCL5DNTUTKVDRKGDDFQW","json":"https://pith.science/pith/KGAKRPSCL5DNTUTKVDRKGDDFQW.json","graph_json":"https://pith.science/api/pith-number/KGAKRPSCL5DNTUTKVDRKGDDFQW/graph.json","events_json":"https://pith.science/api/pith-number/KGAKRPSCL5DNTUTKVDRKGDDFQW/events.json","paper":"https://pith.science/paper/KGAKRPSC"},"agent_actions":{"view_html":"https://pith.science/pith/KGAKRPSCL5DNTUTKVDRKGDDFQW","download_json":"https://pith.science/pith/KGAKRPSCL5DNTUTKVDRKGDDFQW.json","view_paper":"https://pith.science/paper/KGAKRPSC","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=1507.05630&json=true","fetch_graph":"https://pith.science/api/pith-number/KGAKRPSCL5DNTUTKVDRKGDDFQW/graph.json","fetch_events":"https://pith.science/api/pith-number/KGAKRPSCL5DNTUTKVDRKGDDFQW/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/KGAKRPSCL5DNTUTKVDRKGDDFQW/action/timestamp_anchor","attest_storage":"https://pith.science/pith/KGAKRPSCL5DNTUTKVDRKGDDFQW/action/storage_attestation","attest_author":"https://pith.science/pith/KGAKRPSCL5DNTUTKVDRKGDDFQW/action/author_attestation","sign_citation":"https://pith.science/pith/KGAKRPSCL5DNTUTKVDRKGDDFQW/action/citation_signature","submit_replication":"https://pith.science/pith/KGAKRPSCL5DNTUTKVDRKGDDFQW/action/replication_record"}},"created_at":"2026-05-18T01:36:32.894729+00:00","updated_at":"2026-05-18T01:36:32.894729+00:00"}