{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:PRVW6CFJZUMZMWXD3YQ577LLLT","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":"e7034437fbb3765a7a26679040a09bbd7453529277205d764fefc9f82c1dbff2","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-06-20T13:46:10Z","title_canon_sha256":"d0b0bdd5d236b32476718cb30fef5e8f2f953bb4aac3909f96842c5f168aa3a4"},"schema_version":"1.0","source":{"id":"2406.14314","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2406.14314","created_at":"2026-07-05T10:22:47Z"},{"alias_kind":"arxiv_version","alias_value":"2406.14314v3","created_at":"2026-07-05T10:22:47Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2406.14314","created_at":"2026-07-05T10:22:47Z"},{"alias_kind":"pith_short_12","alias_value":"PRVW6CFJZUMZ","created_at":"2026-07-05T10:22:47Z"},{"alias_kind":"pith_short_16","alias_value":"PRVW6CFJZUMZMWXD","created_at":"2026-07-05T10:22:47Z"},{"alias_kind":"pith_short_8","alias_value":"PRVW6CFJ","created_at":"2026-07-05T10:22:47Z"}],"graph_snapshots":[{"event_id":"sha256:656d808374ce2ea7d61eb07446975469b075f62a04b267743c5bc69578ada705","target":"graph","created_at":"2026-07-05T10:22:47Z","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/2406.14314/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Identifying underlying user goals and intents has been recognized as valuable in various personalization-oriented settings, such as personalized agents, improved search responses, advertising, user analytics, and more. In this paper, we propose a new task goal identification from observed UI trajectories aiming to infer the user's detailed intentions when performing a task within UI environments. To support this task, we also introduce a novel evaluation methodology designed to assess whether two intent descriptions can be considered paraphrases within a specific UI environment. Furthermore, w","authors_text":"Anatoly Efros, Avi Caciularu, Ido Dagan, Noam Kahlon, Omri Berkovitch, Sapir Caduri","cross_cats":["cs.AI"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-06-20T13:46:10Z","title":"Identifying User Goals from UI Trajectories"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2406.14314","kind":"arxiv","version":3},"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:cb4b8ada88ef0a8423900c6928cba745a1b28eccc768a6ba4d2a29775a387ea4","target":"record","created_at":"2026-07-05T10:22:47Z","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":"e7034437fbb3765a7a26679040a09bbd7453529277205d764fefc9f82c1dbff2","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-06-20T13:46:10Z","title_canon_sha256":"d0b0bdd5d236b32476718cb30fef5e8f2f953bb4aac3909f96842c5f168aa3a4"},"schema_version":"1.0","source":{"id":"2406.14314","kind":"arxiv","version":3}},"canonical_sha256":"7c6b6f08a9cd19965ae3de21dffd6b5cf0ad7011aba42c80becdabb0c94ae87b","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"7c6b6f08a9cd19965ae3de21dffd6b5cf0ad7011aba42c80becdabb0c94ae87b","first_computed_at":"2026-07-05T10:22:47.418674Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:22:47.418674Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"LZTgwq13ruys2PcZBWF1uH0Oo8rioFVvbuBPsWoFEkGl9Oxze0q+KZXI5S8hIzIejrEG1nHa9C8UOb8rB4MwCA==","signature_status":"signed_v1","signed_at":"2026-07-05T10:22:47.419232Z","signed_message":"canonical_sha256_bytes"},"source_id":"2406.14314","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:cb4b8ada88ef0a8423900c6928cba745a1b28eccc768a6ba4d2a29775a387ea4","sha256:656d808374ce2ea7d61eb07446975469b075f62a04b267743c5bc69578ada705"],"state_sha256":"b87158a5bb77870304fbe6c6f6d5ba3ba2867c0a3428652fe607a829d8be78c2"}