{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:YCIDIFFJFIZ2M2XQ35XB3HOALH","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":"a031213f0c31d5a253b444b40331e66cc43521506906e644785c7ba0e6acb572","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2024-09-10T16:22:18Z","title_canon_sha256":"2a0fd7a7431258ce25fbfcbdbc9863d3d859e392116cc89aaa01f8ebfc96cd5a"},"schema_version":"1.0","source":{"id":"2409.06622","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2409.06622","created_at":"2026-07-05T09:41:41Z"},{"alias_kind":"arxiv_version","alias_value":"2409.06622v2","created_at":"2026-07-05T09:41:41Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2409.06622","created_at":"2026-07-05T09:41:41Z"},{"alias_kind":"pith_short_12","alias_value":"YCIDIFFJFIZ2","created_at":"2026-07-05T09:41:41Z"},{"alias_kind":"pith_short_16","alias_value":"YCIDIFFJFIZ2M2XQ","created_at":"2026-07-05T09:41:41Z"},{"alias_kind":"pith_short_8","alias_value":"YCIDIFFJ","created_at":"2026-07-05T09:41:41Z"}],"graph_snapshots":[{"event_id":"sha256:f5f8f65e14093163c7f35fba7ed9ad6dbaf8b0f8fddb53d1d0cbddc79bf12c32","target":"graph","created_at":"2026-07-05T09:41:41Z","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/2409.06622/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"We investigate to what degree existing LLMs encode abstract linguistic information in Italian in a multi-task setting. We exploit curated synthetic data on a large scale -- several Blackbird Language Matrices (BLMs) problems in Italian -- and use them to study how sentence representations built using pre-trained language models encode specific syntactic and semantic information. We use a two-level architecture to model separately a compression of the sentence embeddings into a representation that contains relevant information for a task, and a BLM task. We then investigate whether we can obtai","authors_text":"Chunyang Jiang, Giuseppe Samo, Paola Merlo, Vivi Nastase","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2024-09-10T16:22:18Z","title":"Exploring Italian sentence embeddings properties through multi-tasking"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2409.06622","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:a1326063a934174c64df09526a43537d7985e3bbc4e5c3ea6d32f4a7f4d722d8","target":"record","created_at":"2026-07-05T09:41:41Z","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":"a031213f0c31d5a253b444b40331e66cc43521506906e644785c7ba0e6acb572","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2024-09-10T16:22:18Z","title_canon_sha256":"2a0fd7a7431258ce25fbfcbdbc9863d3d859e392116cc89aaa01f8ebfc96cd5a"},"schema_version":"1.0","source":{"id":"2409.06622","kind":"arxiv","version":2}},"canonical_sha256":"c0903414a92a33a66af0df6e1d9dc059efafae22e2f13546b8e0d108792de4ab","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"c0903414a92a33a66af0df6e1d9dc059efafae22e2f13546b8e0d108792de4ab","first_computed_at":"2026-07-05T09:41:41.525671Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:41:41.525671Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"jpCy+W5o7RrT+jxhlmVyoHxhoJ8/9NGADcXd9kqNIO9f6FcHh94luFcQ5Q0EGuPAWYZ4tW53s6nyMOYppe0gAw==","signature_status":"signed_v1","signed_at":"2026-07-05T09:41:41.526159Z","signed_message":"canonical_sha256_bytes"},"source_id":"2409.06622","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:a1326063a934174c64df09526a43537d7985e3bbc4e5c3ea6d32f4a7f4d722d8","sha256:f5f8f65e14093163c7f35fba7ed9ad6dbaf8b0f8fddb53d1d0cbddc79bf12c32"],"state_sha256":"35abdaf5f280e8e6d423d83fe052dfce6bd373956f0fb2507036e31890a134fe"}