{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2020:KPNEUADYOZ4PUNGGVCFROCS7T3","short_pith_number":"pith:KPNEUADY","canonical_record":{"source":{"id":"2001.06007","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2020-01-16T18:06:43Z","cross_cats_sorted":["cs.AI","cs.CL","cs.LG"],"title_canon_sha256":"223d6b1a439fd050c8f8c22be129250df40cdee14e569285cdee6a6653089a63","abstract_canon_sha256":"ebba3917d0dd24d7f22a809ad22cbb2d90d3a015b09b34653c2c559dab989536"},"schema_version":"1.0"},"canonical_sha256":"53da4a00787678fa34c6a88b170a5f9edbfe95e83ef8e48791d8f687dd019bcf","source":{"kind":"arxiv","id":"2001.06007","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2001.06007","created_at":"2026-07-05T00:34:05Z"},{"alias_kind":"arxiv_version","alias_value":"2001.06007v1","created_at":"2026-07-05T00:34:05Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2001.06007","created_at":"2026-07-05T00:34:05Z"},{"alias_kind":"pith_short_12","alias_value":"KPNEUADYOZ4P","created_at":"2026-07-05T00:34:05Z"},{"alias_kind":"pith_short_16","alias_value":"KPNEUADYOZ4PUNGG","created_at":"2026-07-05T00:34:05Z"},{"alias_kind":"pith_short_8","alias_value":"KPNEUADY","created_at":"2026-07-05T00:34:05Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2020:KPNEUADYOZ4PUNGGVCFROCS7T3","target":"record","payload":{"canonical_record":{"source":{"id":"2001.06007","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2020-01-16T18:06:43Z","cross_cats_sorted":["cs.AI","cs.CL","cs.LG"],"title_canon_sha256":"223d6b1a439fd050c8f8c22be129250df40cdee14e569285cdee6a6653089a63","abstract_canon_sha256":"ebba3917d0dd24d7f22a809ad22cbb2d90d3a015b09b34653c2c559dab989536"},"schema_version":"1.0"},"canonical_sha256":"53da4a00787678fa34c6a88b170a5f9edbfe95e83ef8e48791d8f687dd019bcf","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T00:34:05.715770Z","signature_b64":"3FKLRfJ5gNWjvh6h1aBforUlk/GXDG7ovdmcTQRto7xPwrAAY4cgqUk0V3/i7o3tnxzxgeWRa7OCkrQR1kvKBg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"53da4a00787678fa34c6a88b170a5f9edbfe95e83ef8e48791d8f687dd019bcf","last_reissued_at":"2026-07-05T00:34:05.715329Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T00:34:05.715329Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2001.06007","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":"2026-07-05T00:34:05Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Zqih75G6BgxwlMKBBeeSL3A4QMcUpIPshPUv3cM83SEgZ/5I1oaVTYgGp3TpXxyZfRy+P3hV5o8giR4zKlPfDQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-03T18:40:32.921124Z"},"content_sha256":"770c5444e8dba7dac26a829b7a1caf9810569827c31fa75f30fab4bb4f1eab3d","schema_version":"1.0","event_id":"sha256:770c5444e8dba7dac26a829b7a1caf9810569827c31fa75f30fab4bb4f1eab3d"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2020:KPNEUADYOZ4PUNGGVCFROCS7T3","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"User-in-the-loop Adaptive Intent Detection for Instructable Digital Assistant","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI","cs.CL","cs.LG"],"primary_cat":"cs.HC","authors_text":"Cl\\'ement Delgrange, David Mugisha, Jean-Michel Dussoux, Nicolas Lair, Peter Ford Dominey, Pierre-Yves Oudeyer","submitted_at":"2020-01-16T18:06:43Z","abstract_excerpt":"People are becoming increasingly comfortable using Digital Assistants (DAs) to interact with services or connected objects. However, for non-programming users, the available possibilities for customizing their DA are limited and do not include the possibility of teaching the assistant new tasks. To make the most of the potential of DAs, users should be able to customize assistants by instructing them through Natural Language (NL). To provide such functionalities, NL interpretation in traditional assistants should be improved: (1) The intent identification system should be able to recognize new"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2001.06007","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/2001.06007/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":"2026-07-05T00:34:05Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"2CF8tX2ssQlOas4dKidwGF62pu31NZm4b5zJAFKQSRcdozEInW/GO34xyiQiXpzPnjidsqEhH/VK78mbfPDTBg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-03T18:40:32.921525Z"},"content_sha256":"b31b87653ce3da62c27380bbf69a759898e8c143059da126b0d2a600334191e6","schema_version":"1.0","event_id":"sha256:b31b87653ce3da62c27380bbf69a759898e8c143059da126b0d2a600334191e6"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/KPNEUADYOZ4PUNGGVCFROCS7T3/bundle.json","state_url":"https://pith.science/pith/KPNEUADYOZ4PUNGGVCFROCS7T3/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/KPNEUADYOZ4PUNGGVCFROCS7T3/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":"2026-08-03T18:40:32Z","links":{"resolver":"https://pith.science/pith/KPNEUADYOZ4PUNGGVCFROCS7T3","bundle":"https://pith.science/pith/KPNEUADYOZ4PUNGGVCFROCS7T3/bundle.json","state":"https://pith.science/pith/KPNEUADYOZ4PUNGGVCFROCS7T3/state.json","well_known_bundle":"https://pith.science/.well-known/pith/KPNEUADYOZ4PUNGGVCFROCS7T3/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2020:KPNEUADYOZ4PUNGGVCFROCS7T3","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":"ebba3917d0dd24d7f22a809ad22cbb2d90d3a015b09b34653c2c559dab989536","cross_cats_sorted":["cs.AI","cs.CL","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2020-01-16T18:06:43Z","title_canon_sha256":"223d6b1a439fd050c8f8c22be129250df40cdee14e569285cdee6a6653089a63"},"schema_version":"1.0","source":{"id":"2001.06007","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2001.06007","created_at":"2026-07-05T00:34:05Z"},{"alias_kind":"arxiv_version","alias_value":"2001.06007v1","created_at":"2026-07-05T00:34:05Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2001.06007","created_at":"2026-07-05T00:34:05Z"},{"alias_kind":"pith_short_12","alias_value":"KPNEUADYOZ4P","created_at":"2026-07-05T00:34:05Z"},{"alias_kind":"pith_short_16","alias_value":"KPNEUADYOZ4PUNGG","created_at":"2026-07-05T00:34:05Z"},{"alias_kind":"pith_short_8","alias_value":"KPNEUADY","created_at":"2026-07-05T00:34:05Z"}],"graph_snapshots":[{"event_id":"sha256:b31b87653ce3da62c27380bbf69a759898e8c143059da126b0d2a600334191e6","target":"graph","created_at":"2026-07-05T00:34:05Z","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/2001.06007/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"People are becoming increasingly comfortable using Digital Assistants (DAs) to interact with services or connected objects. However, for non-programming users, the available possibilities for customizing their DA are limited and do not include the possibility of teaching the assistant new tasks. To make the most of the potential of DAs, users should be able to customize assistants by instructing them through Natural Language (NL). To provide such functionalities, NL interpretation in traditional assistants should be improved: (1) The intent identification system should be able to recognize new","authors_text":"Cl\\'ement Delgrange, David Mugisha, Jean-Michel Dussoux, Nicolas Lair, Peter Ford Dominey, Pierre-Yves Oudeyer","cross_cats":["cs.AI","cs.CL","cs.LG"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2020-01-16T18:06:43Z","title":"User-in-the-loop Adaptive Intent Detection for Instructable Digital Assistant"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2001.06007","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":"sha256:770c5444e8dba7dac26a829b7a1caf9810569827c31fa75f30fab4bb4f1eab3d","target":"record","created_at":"2026-07-05T00:34:05Z","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":"ebba3917d0dd24d7f22a809ad22cbb2d90d3a015b09b34653c2c559dab989536","cross_cats_sorted":["cs.AI","cs.CL","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2020-01-16T18:06:43Z","title_canon_sha256":"223d6b1a439fd050c8f8c22be129250df40cdee14e569285cdee6a6653089a63"},"schema_version":"1.0","source":{"id":"2001.06007","kind":"arxiv","version":1}},"canonical_sha256":"53da4a00787678fa34c6a88b170a5f9edbfe95e83ef8e48791d8f687dd019bcf","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"53da4a00787678fa34c6a88b170a5f9edbfe95e83ef8e48791d8f687dd019bcf","first_computed_at":"2026-07-05T00:34:05.715329Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T00:34:05.715329Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"3FKLRfJ5gNWjvh6h1aBforUlk/GXDG7ovdmcTQRto7xPwrAAY4cgqUk0V3/i7o3tnxzxgeWRa7OCkrQR1kvKBg==","signature_status":"signed_v1","signed_at":"2026-07-05T00:34:05.715770Z","signed_message":"canonical_sha256_bytes"},"source_id":"2001.06007","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:770c5444e8dba7dac26a829b7a1caf9810569827c31fa75f30fab4bb4f1eab3d","sha256:b31b87653ce3da62c27380bbf69a759898e8c143059da126b0d2a600334191e6"],"state_sha256":"bd84eac41eae9a4e38e471ede85e0ffbc90d40465068bba85d1952aca999dd3e"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"ctlp05brRMLOdb/PLKzTMPBgQlkTzg/fYtRNP73TzJKgK1zAyRXF/5KSAank64TFoLDlEdzYBW+8rLme1toJBQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-03T18:40:32.924415Z","bundle_sha256":"d279d029683ba0ff789550293424bf584a9fcf25126c655f37295d31e7e69282"}}