Publication Uncovering and Categorizing Social Bias in Text-to-SQL Yan Liu, Yan Gao, Zhe Su, Xiaokang Chen, Elliott Ash, Jian-Guang Lou ACL 2023 | June 2023
Publication Less is More: Task-aware Layer-wise Distillation for Language Model Compression Chen Liang, Simiao Zuo, Qingru Zhang, Pengcheng He, Weizhu Chen, Tuo Zhao ICML 2023 | June 2023
Publication Infinite Action Contextual Bandits with Reusable Data Exhaust Mark Rucker, Yinglun Zhu, Paul Mineiro ICML 2023 | June 2023
Publication Differentially Private Episodic Reinforcement Learning with Heavy-tailed Rewards Yulian Wu, Xingyu Zhou, Sayak Ray Chowdhury, Di Wang ICML 2023 | June 2023
Publication CO-BED: Information-Theoretic Contextual Optimization via Bayesian Experimental Design Desi R. Ivanova, Joel Jennings, Tom Rainforth, Cheng Zhang, Adam Foster ICML 2023 | June 2023 Github
Publication BEATs: Audio Pre-Training with Acoustic Tokenizers Sanyuan Chen, Yu Wu, Chengyi Wang, Shujie Liu, Daniel Tompkins, Zhuo Chen, Furu Wei ICML 2023 | June 2023
Publication DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models Boxin Wang, Weixin Chen, Hengzhi Pei, Chulin Xie, Mintong Kang, Chenhui Zhang, Chejian Xu, Zidi Xiong, Ritik Dutta, Rylan Schaeffer, Sang T. Truong, Simran Arora, Mantas Mazeika, Dan Hendrycks, Zinan Lin, Yu Cheng, Sanmi Koyejo, Dawn Song, Bo Li NeurIPS 2023 | June 2023 Outstanding Paper Award Project
Publication Unsupervised Video Anomaly Detection for Stereotypical Behaviours in Autism Jiaqi Gao, Xinyang Jiang, Yuqing Yang, Dongsheng Li, Lili Qiu ICASSP 23 | June 2023
Publication Making Language Models Better Reasoners with Step-Aware Verifier Yifei Li, Zeqi Lin, Shizhuo Zhang, Qiang Fu, Bei Chen, Jian-Guang Lou, Weizhu Chen ACL 2023 | June 2023
Publication Large Language Models Meet NL2Code: A Survey Bei Chen, Daoguang Zan, Fengji Zhang, Dianjie Lu, Bingchao Wu, Bei Guan, Yongji Wang, Jian-Guang Lou ACL 2023 | June 2023