{"id":"wildclaims","title":"WildClaims: Conversational Information Access in the Wild(Chat)","authors":[{"given":"Hideaki","family":"Joko"},{"given":"Shakiba","family":"Amirshahi"},{"given":"Charles L. A.","family":"Clarke"},{"given":"Faegheh","family":"Hasibi"}],"first_public":"2025-09-22","date_note":"First arXiv version; the ECIR 2026 paper uses the revised title shown here.","date_source":"https://arxiv.org/abs/2509.17442","year":2026,"venue":"ECIR 2026","paper_url":"https://link.springer.com/chapter/10.1007/978-3-032-21321-1_47","arxiv":"2509.17442","doi":"10.1007/978-3-032-21321-1_47","code_url":"https://github.com/shakibaam/wildclaims","category":"information","relationship":"uses","dataset_version":"3,000 sampled English WildChat conversations after excluding math and coding; the paper does not identify an exact dataset revision.","summary":"Examines factual information conveyed by chatbot responses, including when the user's main task is editing or creative writing. It releases extracted claims and check-worthiness annotations to study information access beyond explicit questions.","finding":"WildClaims contains 121,905 extracted claims from 7,587 assistant utterances; estimated check-worthy-conversation prevalence varies substantially with the annotation method.","evidence_url":"https://arxiv.org/html/2509.17442v2","evidence_note":"Section 3 and Table 2 specify selection and annotation counts; the prevalence analysis distinguishes conservative and more permissive classification choices.","bibtex_key":"joko2026wildclaims","record_url":"https://yuntiandeng.com/wildchat/papers/wildclaims/","relationship_label":"Uses WildChat","citation_title":"WildClaims: Conversational Information Access in the Wild(Chat)","citation_type":"paper-conference","bibtex_type":"inproceedings","container_title":"Advances in Information Retrieval. ECIR 2026","citation_url":"https://link.springer.com/chapter/10.1007/978-3-032-21321-1_47","citation_year":2026,"citation_note":"Cites the published ECIR 2026 paper under its revised title; the preprint first appeared in September 2025.","pages":"367–382","volume":"16486","publisher":"Springer, Cham"}