When Benchmarks are Targets: Revealing the Sensitivity of Large Language Model Leaderboards
Norah A. Alzahrani, H. A. Alyahya, Sultan Yazeed Alnumay, Shaykhah Z. Alsubaie, Yusef Almushaykeh, F. Mirza, Nouf M. Alotaibi, Nora Altwairesh, Areeb Alowisheq, Saiful Bari, Haidar Khan, A. Jeddah, B. Makkah, C. Paris, D. Riyadh, B. Riyadh, D. Makkah, Peter Clark, Isaac Cowhey, O. Etzioni, Tushar Khot, Mostafa Dehghani, Yi Tay, A. Gritsenko, Zhe Zhao, N. Houlsby, Fernando Díaz, Donald Metzler, Leo Gao, J. Tow, Baber Abbasi, Stella Biderman, Sid Black, Anthony DiPofi, Charles Foster, Laurence Golding, Jeffrey Hsu, Alain Le Noac’h, Haonan Li, Dan Hendrycks, Collin Burns, Steven Basart, Andy Zou, M. Tahmid, Rahman Laskar, Md. Mizanur Rahman, Amran Bhuiyan, Percy Liang, Rishi Bommasani, Tony Lee, Dimitris Tsipras, Dilara Soylu, Michihiro Yasunaga, Yian Zhang, Deepak Narayanan, Yuhuai Wu, Ananya Kumar, Benjamin Newman, Binhang Yuan, Bobby Yan, Ce Zhang, Christian Cosgrove, Christopher D. Man-ning, Christopher Ré, Diana Acosta-Navas, Drew A. Hudson, E. Zelikman, Esin Durmus, Faisal Lad-hak, Frieda Rong, Hongyu Ren, Huaxiu Yao, Jue Wang, Keshav Santhanam, Laurel J. Orr, Lucia Zheng, Mert Yuksekgonul, Mirac Suzgun, Nathan Kim, Neel Guha, Niladri S. Chatterji, O. Khattab, Peter Henderson, Qian Huang, Ryan Chi, Sang Michael, Shibani Xie, Surya Santurkar, Tatsunori Ganguli, Thomas Hashimoto, Tianyi Icard, Vishrav Zhang, William Chaudhary, Xuecheng Wang, Yifan Li, Mai Yuhui, Zhang Yuta, Koreeda. 2023, Holistic evaluation, Colin Raffel, Noam M. Shazeer, A. Roberts, K. Lee, Sharan Narang, Michael Matena, Yanqi Zhou, Wei Li, Peter J. Liu, Joshua Robinson, Christopher Rytting, David Wingate, Leveraging, Amrita Saha, Vardaan Pahuja, Mitesh M. Khapra, Karthik Sankaranarayanan, Victor Sanh, Albert Webson, Stephen H. Bach, Lintang Sutawika, Zaid Alyafeai, Antoine Chaffin, Arnaud Stiegler, Saleh Soltan, Shankar Ananthakrishnan, Jack FitzGer-ald, Rahul Gupta, Wael Hamza, Charith Peris, Stephen Rawls, Andrew Rosenbaum, Nathan Scales, Nathanael Schärli, Sebastian Gehrmann, Won Chung, A. Chowdhery, V. Quoc, Ed H Le, Chi, Denny, Hugo Touvron, Louis Martin, Kevin R. Stone, Peter Al-bert, Amjad Almahairi, Yasmine Babaei, Niko-lay Bashlykov, Soumya Batra, Prajjwal Bhargava, Shruti Bhosale, Daniel M. Bikel, Lukas Blecher, Cris-tian Cantón Ferrer, Moya Chen, Guillem Cucurull, David Esiobu, Jude Fernandes, J. Fu, Wenyin Fu, Brian Fuller, Cynthia Gao, Vedanuj Goswami, Naman Goyal, Anthony S. Hartshorn, S. Hosseini, Rui Hou, Hakan Inan, Marcin Kardas, Viktor Kerkez, Madian Khabsa, Isabel M. Kloumann, Punit Artem Korenev, S. Koura, M. Lachaux, Thibaut Lavril, Jenya Lee, Diana Liskovich, Yinghai Lu, Yuning Mao, Xavier Mar-tinet, Todor Mihaylov, Pushkar Mishra, Igor Moly-bog, Yixin Nie, Andrew Poulton, Jeremy Reizen-stein, Rashi Rungta, Kalyan Saladi, Alex Wang, Yada Pruksachatkun, Nikita Nangia, Amanpreet Singh, Julian Michael, Felix Hill, Omer Levy, Samuel R. Bowman, Superglue, Amanpreet Singh, Félix, Wanjun Zhong, Ruixiang Cui, Yiduo Guo, Yaobo Liang, Shuai Lu, Yanlin Wang, Amin Saied, Weizhu Chen, Nan Duan. 2023
Annual Meeting of the Association for Computational Linguistics