{"_id":"APzux3R5WtX6wdebg","bibbaseid":"chochlakis-wu-bedi-ma-lerman-narayanan-humanshallucinatetoolanguagemodelsidentifyandcorrectsubjectiveannotationerrorswithlabelinahaystackprompts-2025","author_short":["Chochlakis, G.","Wu, P.","Bedi, A.","Ma, M.","Lerman, K.","Narayanan, S."],"bibdata":{"bibtype":"article","type":"article","author":[{"firstnames":["Georgios"],"propositions":[],"lastnames":["Chochlakis"],"suffixes":[]},{"firstnames":["Peter"],"propositions":[],"lastnames":["Wu"],"suffixes":[]},{"firstnames":["Arjun"],"propositions":[],"lastnames":["Bedi"],"suffixes":[]},{"firstnames":["Marcus"],"propositions":[],"lastnames":["Ma"],"suffixes":[]},{"firstnames":["Kristina"],"propositions":[],"lastnames":["Lerman"],"suffixes":[]},{"firstnames":["Shrikanth"],"propositions":[],"lastnames":["Narayanan"],"suffixes":[]}],"title":"Humans Hallucinate Too: Language Models Identify and Correct Subjective Annotation Errors With Label-in-a-Haystack Prompts","journal":"CoRR","volume":"abs/2505.17222","year":"2025","url":"https://doi.org/10.48550/arXiv.2505.17222","doi":"10.48550/ARXIV.2505.17222","eprinttype":"arXiv","eprint":"2505.17222","timestamp":"Thu, 26 Jun 2025 01:00:00 +0200","biburl":"https://dblp.org/rec/journals/corr/abs-2505-17222.bib","bibsource":"dblp computer science bibliography, https://dblp.org","bibtex":"@article{DBLP:journals/corr/abs-2505-17222,\n  author       = {Georgios Chochlakis and\n                  Peter Wu and\n                  Arjun Bedi and\n                  Marcus Ma and\n                  Kristina Lerman and\n                  Shrikanth Narayanan},\n  title        = {Humans Hallucinate Too: Language Models Identify and Correct Subjective\n                  Annotation Errors With Label-in-a-Haystack Prompts},\n  journal      = {CoRR},\n  volume       = {abs/2505.17222},\n  year         = {2025},\n  url          = {https://doi.org/10.48550/arXiv.2505.17222},\n  doi          = {10.48550/ARXIV.2505.17222},\n  eprinttype    = {arXiv},\n  eprint       = {2505.17222},\n  timestamp    = {Thu, 26 Jun 2025 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2505-17222.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n","author_short":["Chochlakis, G.","Wu, P.","Bedi, A.","Ma, M.","Lerman, K.","Narayanan, S."],"key":"DBLP:journals/corr/abs-2505-17222","id":"DBLP:journals/corr/abs-2505-17222","bibbaseid":"chochlakis-wu-bedi-ma-lerman-narayanan-humanshallucinatetoolanguagemodelsidentifyandcorrectsubjectiveannotationerrorswithlabelinahaystackprompts-2025","role":"author","urls":{"Paper":"https://doi.org/10.48550/arXiv.2505.17222"},"metadata":{"authorlinks":{}}},"bibtype":"article","biburl":"https://dblp.org/pid/99/433.bib","dataSources":["kxTAWhAJ5AEaGtDRP"],"keywords":[],"search_terms":["humans","hallucinate","language","models","identify","correct","subjective","annotation","errors","label","haystack","prompts","chochlakis","wu","bedi","ma","lerman","narayanan"],"title":"Humans Hallucinate Too: Language Models Identify and Correct Subjective Annotation Errors With Label-in-a-Haystack Prompts","year":2025}