{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:VGQXWLYZTKLVGUZSSMSK2YHD6E","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":"a3e01b477a0c53c41b8515f82c8371b522644baf241ee97827fc3d3ecd2123f3","cross_cats_sorted":["cs.IR"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2023-11-23T11:14:13Z","title_canon_sha256":"11bea6c1f7022f5bd16a201845f35f7e257c397a3a742891003ee2c790406c3d"},"schema_version":"1.0","source":{"id":"2311.13921","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2311.13921","created_at":"2026-07-05T07:16:10Z"},{"alias_kind":"arxiv_version","alias_value":"2311.13921v1","created_at":"2026-07-05T07:16:10Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2311.13921","created_at":"2026-07-05T07:16:10Z"},{"alias_kind":"pith_short_12","alias_value":"VGQXWLYZTKLV","created_at":"2026-07-05T07:16:10Z"},{"alias_kind":"pith_short_16","alias_value":"VGQXWLYZTKLVGUZS","created_at":"2026-07-05T07:16:10Z"},{"alias_kind":"pith_short_8","alias_value":"VGQXWLYZ","created_at":"2026-07-05T07:16:10Z"}],"graph_snapshots":[{"event_id":"sha256:f30badfe7a009cf4a4d687e0fce81e68aacb22abc45b435c1bfc5296b00200ea","target":"graph","created_at":"2026-07-05T07:16:10Z","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/2311.13921/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"This article focuses on the development and evaluation of Small-sized Czech sentence embedding models. Small models are important components for real-time industry applications in resource-constrained environments. Given the limited availability of labeled Czech data, alternative approaches, including pre-training, knowledge distillation, and unsupervised contrastive fine-tuning, are investigated. Comprehensive intrinsic and extrinsic analyses are conducted, showcasing the competitive performance of our models compared to significantly larger counterparts, with approximately 8 times smaller si","authors_text":"Jakub N\\'aplava, Ji\\v{r}\\'i Bedn\\'a\\v{r}, Ond\\v{r}ej Lisick\\'y, Petra Baran\\v{c}\\'ikov\\'a","cross_cats":["cs.IR"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2023-11-23T11:14:13Z","title":"Some Like It Small: Czech Semantic Embedding Models for Industry Applications"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2311.13921","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":"sha256:295f1a30669fb71ae14b5fb6628c404a462c088e905b00ab98aa1d08d0272625","target":"record","created_at":"2026-07-05T07:16:10Z","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":"a3e01b477a0c53c41b8515f82c8371b522644baf241ee97827fc3d3ecd2123f3","cross_cats_sorted":["cs.IR"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2023-11-23T11:14:13Z","title_canon_sha256":"11bea6c1f7022f5bd16a201845f35f7e257c397a3a742891003ee2c790406c3d"},"schema_version":"1.0","source":{"id":"2311.13921","kind":"arxiv","version":1}},"canonical_sha256":"a9a17b2f199a975353329324ad60e3f1205a961886091f1241cce03a7d777c33","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"a9a17b2f199a975353329324ad60e3f1205a961886091f1241cce03a7d777c33","first_computed_at":"2026-07-05T07:16:10.551085Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:16:10.551085Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"zCTH4MIWyeaL+FR3iEqKGSbmaQ5nwhkIiHMcLShKA5h3JjR73VKnQmyaWuWG9muinq19OOMki3P0rUyTQna8DQ==","signature_status":"signed_v1","signed_at":"2026-07-05T07:16:10.551641Z","signed_message":"canonical_sha256_bytes"},"source_id":"2311.13921","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:295f1a30669fb71ae14b5fb6628c404a462c088e905b00ab98aa1d08d0272625","sha256:f30badfe7a009cf4a4d687e0fce81e68aacb22abc45b435c1bfc5296b00200ea"],"state_sha256":"eae40b613be18d3820b1f270f454a64f17ee040e16ef93ae240e9c0e70f36af8"}