Publication DeepAnalyze: Learning to Localize Crashes at Scale Manish Shetty, Chetan Bansal, Suman Nath, Sean Bowles, Henry Wang, Ozgur Arman, Siamak Ahari ICSE 2022 | May 2022 Project
Publication A Piece-wise Polynomial Filtering Approach for Graph Neural Networks Vijay Lingam, Chanakya Ekbote, Manan Sharma, Rahul Ragesh, Arun Iyer, Sundararajan Sellamanickam ICLR 2022 Workshop on Geometrical and Topological Representation Learning (GTRL-ICLR) | May 2022 Github
Publication Improved Analysis for a Proximal Algorithm for Sampling Yongxin Chen, Sinho Chewi, Adil Salim, Andre Wibisono COLT 2022 | May 2022
Publication Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations Ji Xin, Chenyan Xiong, Ashwin Srinivasan, Ankita Sharma, Damien Jose, Paul Bennett ACL 2022 | May 2022
Publication Bridging the Generalization Gap in Text-to-SQL Parsing with Schema Expansion Chen Zhao, Yu Su, Adam Pauls, Emmanouil Antonios Platanios ACL 2022 | May 2022
Publication Addressing Resource and Privacy Constraints in Semantic Parsing Through Data Augmentation Kevin Yang, Olivia Deng, Charles Chen, Richard Shin, Subhro Roy, Ben Van Durme ACL 2022 | May 2022
Publication TOGA: A Neural Method for Test Oracle Generation Elizabeth Dinella, Gabriel Ryan, Todd Mytkowicz, Shuvendu Lahiri ICSE 2022 | May 2022 ICSE'22 ACM SIGSOFT Distinguished Award Video Project
Publication Neurocompositional computing: From the Central Paradox of Cognition to a new generation of AI systems Paul Smolensky, R. Thomas McCoy, Roland Fernandez, Matthew A. Goldrick, Jianfeng Gao AI Mag. | May 2022, Vol 43: pp. 308-322 Project
Publication Guided K-best Selection for Semantic Parsing Annotation Anton Belyy, Chieh-yang Huang, Jacob Andreas, Emmanouil Antonios Platanios, Sam Thomson, Richard Shin, Subhro Roy, Alex Nisnevich, Charles Chen, Ben Van Durme ACL 2022 | May 2022
Publication Transcribe-to-Diarize: Neural Speaker Diarization for Unlimited Number of Speakers using End-to-End Speaker-Attributed ASR Naoyuki Kanda, Xiong Xiao, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka ICASSP 2022 | May 2022 Project Project