{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:YVQNPHK3S4A6SOZ32SPX5LK4V4","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":"4013e82d78248f719eb9135d2a0afa97f73ddca13d87bb529c283eb47a1ce149","cross_cats_sorted":["cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-02-29T22:26:07Z","title_canon_sha256":"b460e5e6b909d8c8d42647ac84345b2e18b68077e6e5f670eb903b581049547f"},"schema_version":"1.0","source":{"id":"2403.00165","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2403.00165","created_at":"2026-07-05T10:09:42Z"},{"alias_kind":"arxiv_version","alias_value":"2403.00165v3","created_at":"2026-07-05T10:09:42Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2403.00165","created_at":"2026-07-05T10:09:42Z"},{"alias_kind":"pith_short_12","alias_value":"YVQNPHK3S4A6","created_at":"2026-07-05T10:09:42Z"},{"alias_kind":"pith_short_16","alias_value":"YVQNPHK3S4A6SOZ3","created_at":"2026-07-05T10:09:42Z"},{"alias_kind":"pith_short_8","alias_value":"YVQNPHK3","created_at":"2026-07-05T10:09:42Z"}],"graph_snapshots":[{"event_id":"sha256:1da7505bf4c5e1ac5185f8ee2173fb551dbc92ae475098a51a65e8f6f22a671e","target":"graph","created_at":"2026-07-05T10:09:42Z","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/2403.00165/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Hierarchical text classification aims to categorize each document into a set of classes in a label taxonomy, which is a fundamental web text mining task with broad applications such as web content analysis and semantic indexing. Most earlier works focus on fully or semi-supervised methods that require a large amount of human annotated data which is costly and time-consuming to acquire. To alleviate human efforts, in this paper, we work on hierarchical text classification with a minimal amount of supervision: using the sole class name of each node as the only supervision. Recently, large langua","authors_text":"Jiaming Shen, Jiawei Han, Jinfeng Xiao, Rui Li, Ruozhen Yang, Xueqiang Xu, Yunyi Zhang","cross_cats":["cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-02-29T22:26:07Z","title":"TELEClass: Taxonomy Enrichment and LLM-Enhanced Hierarchical Text Classification with Minimal Supervision"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2403.00165","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":"sha256:5ccec21b516ef20bd600123c518c2bdedfe6ecff210c4e6877f7b4734f33931d","target":"record","created_at":"2026-07-05T10:09:42Z","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":"4013e82d78248f719eb9135d2a0afa97f73ddca13d87bb529c283eb47a1ce149","cross_cats_sorted":["cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-02-29T22:26:07Z","title_canon_sha256":"b460e5e6b909d8c8d42647ac84345b2e18b68077e6e5f670eb903b581049547f"},"schema_version":"1.0","source":{"id":"2403.00165","kind":"arxiv","version":3}},"canonical_sha256":"c560d79d5b9701e93b3bd49f7ead5caf10df3ef977e82d90f6bbb2e03954d759","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"c560d79d5b9701e93b3bd49f7ead5caf10df3ef977e82d90f6bbb2e03954d759","first_computed_at":"2026-07-05T10:09:42.639254Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:09:42.639254Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"YV9M7AmkAtKTkkHZfdLzCRWtYYXuo2TWZNSxwhFhcpOPD0yVQoJgkk+bRsNOQ3CpHMy3Vh3R+CQ/NZ1L3pnwDg==","signature_status":"signed_v1","signed_at":"2026-07-05T10:09:42.639767Z","signed_message":"canonical_sha256_bytes"},"source_id":"2403.00165","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:5ccec21b516ef20bd600123c518c2bdedfe6ecff210c4e6877f7b4734f33931d","sha256:1da7505bf4c5e1ac5185f8ee2173fb551dbc92ae475098a51a65e8f6f22a671e"],"state_sha256":"9c3eb5b30e14b6b43f5d23352d37d9f8e9a5c790b01003700473e5ff85b3458c"}