The Troubling Emergence of Hallucination in Large Language Models - An Extensive Definition, Quantification, and Prescriptive Remediations
Vipula Rawte, Swagata Chakraborty, Agnibh Pathak, Anubhav Sarkar, S.M. Towhidul Islam Tonmoy, Islam Tonmoy, Aman Chadha, Amit P. Sheth, Amitava Das, Paris, A. Sridhar, Erik Visser, Improved, Jianlin Su, Yu Lu, Shengfeng Pan, Ahmed Murtadha, Bo Wen, Yunfeng Liu, Roformer, Rohan Taori, Ishaan Gulrajani, Tianyi Zhang, Yann Dubois, Xuechen Li, Carlos Guestrin, Percy Liang, Tatsunori Hashimoto, Stanford, Hugo Touvron, Thibaut Lavril, Gautier Izacard, Xavier Martinet, M. Lachaux, Timothée Lacroix, Baptiste Rozière, Naman Goyal, Eric Hambro, Faisal Azhar, Aur'elien Rodriguez, Armand Joulin, Thomas Wolf, Lysandre Debut, Victor Sanh, Julien Chaumond, Clement Delangue, Anthony Moi, Pierric Cistac, Tim Rault, Rémi Louf, Morgan Funtow-icz, Joe Davison, Sam Shleifer, Patrick von Platen, Clara Ma, Yacine Jernite, J. Plu, Canwen Xu, Teven Le Scao, Sylvain Gugger, Mariama Drame, Quentin Lhoest, Susan Zhang, Stephen Roller, Mikel Artetxe, Moya Chen, Shuohui Chen, Christopher De-wan, Mona T. Diab, Xi Xian Li, Todor Victoria Lin, Myle Ott, Kurt Shuster, Punit Daniel Simig, S. Koura, Anjali Sridhar, Tianlu Wang, Luke Zettlemoyer. 2022, Daniel M. Ziegler, Nisan Stiennon, Jeffrey Wu, Tom B. Brown, Alec Radford, Dario Amodei, Paul F. Chris-tiano
Conference on Empirical Methods in Natural Language Processing