Georgy Noarov, Soham Mallick, Tao Wang, Sunay Joshi, Yan Sun, Yangxinyu Xie, Mengxin Yu, Edgar Dobriban (Working), Foundations of Top-k Decoding For Language Models.
Xinmeng Huang, Shuo Li, Mengxin Yu, Matteo Sesia, Seyed Hamed Hassani, Insup Lee, Osbert Bastani, Edgar Dobriban (Working), Uncertainty in Language Models: Assessment through Rank-Calibration.
Edgar Dobriban and Mengxin Yu SymmPI: Predictive Inference for Data with Group Symmetries.