Publication Sample-Efficient Reinforcement Learning in the Presence of Exogenous Information Yonathan Efroni, Dylan Foster, Dipendra Misra, Akshay Krishnamurthy, John Langford Conference on Learning Theory | May 2022
Publication Neural Label Search for Zero-Shot Multi-Lingual Extractive Summarization Ruipeng Jia, Xingxing Zhang, Yanan Cao, Shi Wang, Zheng Lin, Furu Wei ACL 2022 | May 2022
Publication Validation of artificial intelligence prediction models for skin cancer diagnosis using dermoscopy images: the 2019 International Skin Imaging Collaboration Grand Challenge Marc Combalia, Noel Codella, Veronica Rotemberg, Cristina Carrera, Stephen Dusza, David Gutman The Lancet Digital Health | May 2022, Vol 4(5)
Publication Learning to Reduce False Positives in Analytic Bug Detectors Anant Kharkar, Roshanak Zilouchian Moghaddam, Matthew Jin, Xiaoyu Liu, Xin Shi, Colin Clement, Neel Sundaresan International Conference on Software Engineering | May 2022
Publication Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data Shuohang Wang, Yichong Xu, Yuwei Fang, Yang Liu, Siqi Sun, Ruochen Xu, Chenguang Zhu, Michael Zeng ACL 2022 | May 2022
Publication MarkupLM: Pre-training of Text and Markup Language for Visually-rich Document Understanding Junlong Li, Yiheng Xu, Lei Cui, Furu Wei ACL 2022 | May 2022 Project
Publication Generalization Bounds for Data-Driven Numerical Linear Algebra Peter Bartlett, Piotr Indyk, Tal Wagner May 2022
Publication Personalized Chit-Chat Generation for Recommendation Using External Chat Corpora Changyu Chen, Xiting Wang, Xiaoyuan Yi, Fangzhao Wu, Xing Xie, Rui Yan ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (ACM SIGKDD) | May 2022 Applied Data Science Track
Publication Online Semantic Parsing for Latency Reduction in Task-Oriented Dialogue Jiawei Zhou, Jason Eisner, Michael Newman, Emmanouil Antonios Platanios, Sam Thomson May 2022 Outstanding Paper Award
Publication Overview of the TREC 2021 deep learning track Nick Craswell, Bhaskar Mitra, Emine Yilmaz, Daniel Campos, Jimmy Lin Text REtrieval Conference (TREC) | May 2022 Access