{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:HOFMHCRXLS5D46YOAJCUS3XTVR","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":"d18ae6f2d8e9c75706e9971927a85533b7a73465298b1811b8c270a5d7301e5c","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-08-08T11:51:45Z","title_canon_sha256":"a9e7b4031d0b72a13e83ac5f85ec52346ab292c3c6078df90984ab6be91e712d"},"schema_version":"1.0","source":{"id":"2408.04392","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2408.04392","created_at":"2026-07-05T08:53:32Z"},{"alias_kind":"arxiv_version","alias_value":"2408.04392v1","created_at":"2026-07-05T08:53:32Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2408.04392","created_at":"2026-07-05T08:53:32Z"},{"alias_kind":"pith_short_12","alias_value":"HOFMHCRXLS5D","created_at":"2026-07-05T08:53:32Z"},{"alias_kind":"pith_short_16","alias_value":"HOFMHCRXLS5D46YO","created_at":"2026-07-05T08:53:32Z"},{"alias_kind":"pith_short_8","alias_value":"HOFMHCRX","created_at":"2026-07-05T08:53:32Z"}],"graph_snapshots":[{"event_id":"sha256:687bbe138952805dd4f8eafa8a10be92b7c365ca441689e88371ed2b8698c64c","target":"graph","created_at":"2026-07-05T08:53:32Z","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/2408.04392/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Controlling the format of outputs generated by large language models (LLMs) is a critical functionality in various applications. Current methods typically employ constrained decoding with rule-based automata or fine-tuning with manually crafted format instructions, both of which struggle with open-domain format requirements. To address this limitation, we introduce a novel framework for controlled generation in LLMs, leveraging user-provided, one-shot QA pairs. This study investigates LLMs' capabilities to follow open-domain, one-shot constraints and replicate the format of the example answers","authors_text":"Aixin Sun, Jing Li, Peng Han, Wenjia Ma, Xiang Li, Xin Jiang, Xuezhi Fang, Xuying Meng, Yequan Wang, Yiqun Yao","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-08-08T11:51:45Z","title":"Open-domain Implicit Format Control for Large Language Model Generation"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2408.04392","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":"sha256:253a63641ec883b8e4764e6d6a94d6f376df7117e0f8a5b34f31e9f3b8b87da1","target":"record","created_at":"2026-07-05T08:53:32Z","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":"d18ae6f2d8e9c75706e9971927a85533b7a73465298b1811b8c270a5d7301e5c","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-08-08T11:51:45Z","title_canon_sha256":"a9e7b4031d0b72a13e83ac5f85ec52346ab292c3c6078df90984ab6be91e712d"},"schema_version":"1.0","source":{"id":"2408.04392","kind":"arxiv","version":1}},"canonical_sha256":"3b8ac38a375cba3e7b0e0245496ef3ac7529ca49639981d51b7a5f987d85851f","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"3b8ac38a375cba3e7b0e0245496ef3ac7529ca49639981d51b7a5f987d85851f","first_computed_at":"2026-07-05T08:53:32.647154Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:53:32.647154Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"nML+4DmmqP7aYIea3+o2iUYbeXMSlnX5xqfaV6+awowQ2wkVVgihFqPgFEZnjDjYhLavBqo83zCEUOd9Z0NcDQ==","signature_status":"signed_v1","signed_at":"2026-07-05T08:53:32.647609Z","signed_message":"canonical_sha256_bytes"},"source_id":"2408.04392","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:253a63641ec883b8e4764e6d6a94d6f376df7117e0f8a5b34f31e9f3b8b87da1","sha256:687bbe138952805dd4f8eafa8a10be92b7c365ca441689e88371ed2b8698c64c"],"state_sha256":"d9d02de8843cbfe78fd8d9c781238c464a0b9dff772153955a9b4403cf4b42e9"}