{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:WFHDUTQ2TZLAZV25NULATKUOCC","short_pith_number":"pith:WFHDUTQ2","canonical_record":{"source":{"id":"2307.02830","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2023-07-06T07:53:46Z","cross_cats_sorted":[],"title_canon_sha256":"15d6c78a089ebd16a8472cc52cd6e8862e667170057e563ce2a2015631b31335","abstract_canon_sha256":"1e95b375bb4e0586a12848c15bac01d9ad91bdce38e88e1e3d36e01d84fe6bfd"},"schema_version":"1.0"},"canonical_sha256":"b14e3a4e1a9e560cd75d6d1609aa8e10a4605217bab8998a2e7ea9e2cce438ca","source":{"kind":"arxiv","id":"2307.02830","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2307.02830","created_at":"2026-07-05T06:28:25Z"},{"alias_kind":"arxiv_version","alias_value":"2307.02830v1","created_at":"2026-07-05T06:28:25Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2307.02830","created_at":"2026-07-05T06:28:25Z"},{"alias_kind":"pith_short_12","alias_value":"WFHDUTQ2TZLA","created_at":"2026-07-05T06:28:25Z"},{"alias_kind":"pith_short_16","alias_value":"WFHDUTQ2TZLAZV25","created_at":"2026-07-05T06:28:25Z"},{"alias_kind":"pith_short_8","alias_value":"WFHDUTQ2","created_at":"2026-07-05T06:28:25Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:WFHDUTQ2TZLAZV25NULATKUOCC","target":"record","payload":{"canonical_record":{"source":{"id":"2307.02830","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2023-07-06T07:53:46Z","cross_cats_sorted":[],"title_canon_sha256":"15d6c78a089ebd16a8472cc52cd6e8862e667170057e563ce2a2015631b31335","abstract_canon_sha256":"1e95b375bb4e0586a12848c15bac01d9ad91bdce38e88e1e3d36e01d84fe6bfd"},"schema_version":"1.0"},"canonical_sha256":"b14e3a4e1a9e560cd75d6d1609aa8e10a4605217bab8998a2e7ea9e2cce438ca","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T06:28:25.000584Z","signature_b64":"xAhQ5MFY4utK5PCiNeoEGZ6dVwOxKQDjblFVzUCetVp292zpjZ9E/CDeGSd46IXMq34utRZX0JU0Yomunrr6DA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"b14e3a4e1a9e560cd75d6d1609aa8e10a4605217bab8998a2e7ea9e2cce438ca","last_reissued_at":"2026-07-05T06:28:25.000121Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T06:28:25.000121Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2307.02830","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T06:28:25Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"83gXik22keY4ubDGzXNwmhb4aV0Jg4RfdR/pTDSUZ0XGCcImQPblGLm7+u4EHSaNSffGiJXVPWwZlbCQ69j3BQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-18T16:39:24.464919Z"},"content_sha256":"19a2230f54ba559af60430089e9af9a2b658b830dab4aa38d2faec96ad0885cf","schema_version":"1.0","event_id":"sha256:19a2230f54ba559af60430089e9af9a2b658b830dab4aa38d2faec96ad0885cf"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:WFHDUTQ2TZLAZV25NULATKUOCC","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Generative Zero-Shot Prompt Learning for Cross-Domain Slot Filling with Inverse Prompting","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CL","authors_text":"Guanting Dong, Hao Lei, Jiachi Liu, Jinzheng Zhao, Keqing He, Liwen Wang, Weiran Xu, Xuefeng Li","submitted_at":"2023-07-06T07:53:46Z","abstract_excerpt":"Zero-shot cross-domain slot filling aims to transfer knowledge from the labeled source domain to the unlabeled target domain. Existing models either encode slot descriptions and examples or design handcrafted question templates using heuristic rules, suffering from poor generalization capability or robustness. In this paper, we propose a generative zero-shot prompt learning framework for cross-domain slot filling, both improving generalization and robustness than previous work. Besides, we introduce a novel inverse prompting strategy to distinguish different slot types to avoid the multiple pr"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2307.02830","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2307.02830/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T06:28:25Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"uZESubdDFPyUQc59sT7FY7EBoUGgsvPFcG/fN8e3SwI8RdobLPmL6acm5oupU9MPOj4bc9YIkEuAURrbGL2HBA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-18T16:39:24.465804Z"},"content_sha256":"20326cd42b6f636a047cfcbea83d8ac1140cd07089f6e987ef813c6b18cbd1a5","schema_version":"1.0","event_id":"sha256:20326cd42b6f636a047cfcbea83d8ac1140cd07089f6e987ef813c6b18cbd1a5"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/WFHDUTQ2TZLAZV25NULATKUOCC/bundle.json","state_url":"https://pith.science/pith/WFHDUTQ2TZLAZV25NULATKUOCC/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/WFHDUTQ2TZLAZV25NULATKUOCC/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-08-18T16:39:24Z","links":{"resolver":"https://pith.science/pith/WFHDUTQ2TZLAZV25NULATKUOCC","bundle":"https://pith.science/pith/WFHDUTQ2TZLAZV25NULATKUOCC/bundle.json","state":"https://pith.science/pith/WFHDUTQ2TZLAZV25NULATKUOCC/state.json","well_known_bundle":"https://pith.science/.well-known/pith/WFHDUTQ2TZLAZV25NULATKUOCC/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:WFHDUTQ2TZLAZV25NULATKUOCC","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":"1e95b375bb4e0586a12848c15bac01d9ad91bdce38e88e1e3d36e01d84fe6bfd","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2023-07-06T07:53:46Z","title_canon_sha256":"15d6c78a089ebd16a8472cc52cd6e8862e667170057e563ce2a2015631b31335"},"schema_version":"1.0","source":{"id":"2307.02830","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2307.02830","created_at":"2026-07-05T06:28:25Z"},{"alias_kind":"arxiv_version","alias_value":"2307.02830v1","created_at":"2026-07-05T06:28:25Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2307.02830","created_at":"2026-07-05T06:28:25Z"},{"alias_kind":"pith_short_12","alias_value":"WFHDUTQ2TZLA","created_at":"2026-07-05T06:28:25Z"},{"alias_kind":"pith_short_16","alias_value":"WFHDUTQ2TZLAZV25","created_at":"2026-07-05T06:28:25Z"},{"alias_kind":"pith_short_8","alias_value":"WFHDUTQ2","created_at":"2026-07-05T06:28:25Z"}],"graph_snapshots":[{"event_id":"sha256:20326cd42b6f636a047cfcbea83d8ac1140cd07089f6e987ef813c6b18cbd1a5","target":"graph","created_at":"2026-07-05T06:28:25Z","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/2307.02830/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Zero-shot cross-domain slot filling aims to transfer knowledge from the labeled source domain to the unlabeled target domain. Existing models either encode slot descriptions and examples or design handcrafted question templates using heuristic rules, suffering from poor generalization capability or robustness. In this paper, we propose a generative zero-shot prompt learning framework for cross-domain slot filling, both improving generalization and robustness than previous work. Besides, we introduce a novel inverse prompting strategy to distinguish different slot types to avoid the multiple pr","authors_text":"Guanting Dong, Hao Lei, Jiachi Liu, Jinzheng Zhao, Keqing He, Liwen Wang, Weiran Xu, Xuefeng Li","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2023-07-06T07:53:46Z","title":"Generative Zero-Shot Prompt Learning for Cross-Domain Slot Filling with Inverse Prompting"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2307.02830","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":"sha256:19a2230f54ba559af60430089e9af9a2b658b830dab4aa38d2faec96ad0885cf","target":"record","created_at":"2026-07-05T06:28:25Z","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":"1e95b375bb4e0586a12848c15bac01d9ad91bdce38e88e1e3d36e01d84fe6bfd","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2023-07-06T07:53:46Z","title_canon_sha256":"15d6c78a089ebd16a8472cc52cd6e8862e667170057e563ce2a2015631b31335"},"schema_version":"1.0","source":{"id":"2307.02830","kind":"arxiv","version":1}},"canonical_sha256":"b14e3a4e1a9e560cd75d6d1609aa8e10a4605217bab8998a2e7ea9e2cce438ca","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"b14e3a4e1a9e560cd75d6d1609aa8e10a4605217bab8998a2e7ea9e2cce438ca","first_computed_at":"2026-07-05T06:28:25.000121Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T06:28:25.000121Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"xAhQ5MFY4utK5PCiNeoEGZ6dVwOxKQDjblFVzUCetVp292zpjZ9E/CDeGSd46IXMq34utRZX0JU0Yomunrr6DA==","signature_status":"signed_v1","signed_at":"2026-07-05T06:28:25.000584Z","signed_message":"canonical_sha256_bytes"},"source_id":"2307.02830","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:19a2230f54ba559af60430089e9af9a2b658b830dab4aa38d2faec96ad0885cf","sha256:20326cd42b6f636a047cfcbea83d8ac1140cd07089f6e987ef813c6b18cbd1a5"],"state_sha256":"84f419558a862eb07eb0ae2303f7213405f0da82f78df25ac5094e684b041c5d"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"mP8Sn6roY74WPIuQneKcvvMKytoTX0VYKNXFDCAK0MbWlokPR1lbflpFwUVUMQNIudG/c4mv+AdbEvqZWajwBQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-18T16:39:24.472317Z","bundle_sha256":"acada7539879040c23f3b08da081feb544256bf6378625b2054313d86a137c3b"}}