{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2016:GQTFCMOWR4DCPZM3SB33PH3HKT","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":"b00033ed36378f2416803626f6ffef340863dd0c869e48909a9be2cbf8034b02","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2016-08-18T11:41:45Z","title_canon_sha256":"f126e11899eba5ea64677bad419e12d46a874f659622878c9260eb65e1d55aa8"},"schema_version":"1.0","source":{"id":"1608.05243","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1608.05243","created_at":"2026-05-18T01:08:31Z"},{"alias_kind":"arxiv_version","alias_value":"1608.05243v1","created_at":"2026-05-18T01:08:31Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1608.05243","created_at":"2026-05-18T01:08:31Z"},{"alias_kind":"pith_short_12","alias_value":"GQTFCMOWR4DC","created_at":"2026-05-18T12:30:19Z"},{"alias_kind":"pith_short_16","alias_value":"GQTFCMOWR4DCPZM3","created_at":"2026-05-18T12:30:19Z"},{"alias_kind":"pith_short_8","alias_value":"GQTFCMOW","created_at":"2026-05-18T12:30:19Z"}],"graph_snapshots":[{"event_id":"sha256:d7231e587a2d62348fd500ce7e58ceabd8fb31e8384b984d5bbd2c3934e8a64d","target":"graph","created_at":"2026-05-18T01:08:31Z","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":"Modal sense classification (MSC) is a special WSD task that depends on the meaning of the proposition in the modal's scope. We explore a CNN architecture for classifying modal sense in English and German. We show that CNNs are superior to manually designed feature-based classifiers and a standard NN classifier. We analyze the feature maps learned by the CNN and identify known and previously unattested linguistic features. We benchmark the CNN on a standard WSD task, where it compares favorably to models using sense-disambiguated target vectors.","authors_text":"Ana Marasovi\\'c, Anette Frank","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2016-08-18T11:41:45Z","title":"Multilingual Modal Sense Classification using a Convolutional Neural Network"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1608.05243","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":"sha256:09ba5b1ca4e0ed3c0260f08020b893a2243f5e2c258608771555967f151b1039","target":"record","created_at":"2026-05-18T01:08:31Z","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":"b00033ed36378f2416803626f6ffef340863dd0c869e48909a9be2cbf8034b02","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2016-08-18T11:41:45Z","title_canon_sha256":"f126e11899eba5ea64677bad419e12d46a874f659622878c9260eb65e1d55aa8"},"schema_version":"1.0","source":{"id":"1608.05243","kind":"arxiv","version":1}},"canonical_sha256":"34265131d68f0627e59b9077b79f6754d509ea75d7a1ea98c208921718365630","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"34265131d68f0627e59b9077b79f6754d509ea75d7a1ea98c208921718365630","first_computed_at":"2026-05-18T01:08:31.561894Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T01:08:31.561894Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"15KeDlbgZuNJEZ7zCeZzYcBJF4eVo1kMEBfqk0rsoxUfjXGobPp7TpcEllisGtkyqAlW13V8M1GUmDrgrAGVAw==","signature_status":"signed_v1","signed_at":"2026-05-18T01:08:31.562555Z","signed_message":"canonical_sha256_bytes"},"source_id":"1608.05243","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:09ba5b1ca4e0ed3c0260f08020b893a2243f5e2c258608771555967f151b1039","sha256:d7231e587a2d62348fd500ce7e58ceabd8fb31e8384b984d5bbd2c3934e8a64d"],"state_sha256":"942509ea5c88cb4a2b61996a67c2357cfa917e3fdd60129b8ec587ed58e5d9e5"}