Publication Mixed-modality Representation Learning and Pre-training for Joint Table-and-Text Retrieval in OpenQA Junjie Huang, Wanjun Zhong, Qian Liu, Ming Gong (YIMING), Daxin Jiang (姜大昕), Nan Duan EMNLP 2022 | November 2022
Publication Breaking trade-offs in speech separation with sparsely-gated mixture of experts Xiaofei Wang, Zhuo Chen, Yu Shi, Jian Wu, Naoyuki Kanda, Takuya Yoshioka arXiv:2211.06493 | November 2022
Publication Learning Modular Simulations for Homogeneous Systems Jayesh K. Gupta, Sai Vemprala, Ashish Kapoor Neural Information Processing Systems | November 2022
Publication Batch-Size Independent Regret Bounds for Combinatorial Semi-Bandits with Probabilistically Triggered Arms or Independent Arms Xutong Liu, Jinhang Zuo, Siwei Wang, Carlee Joe-Wong, John C.S. Lui, Wei Chen Proceedings of the 36th Conference on Neural Information Processing Systems (NeurIPS) | November 2022
Publication Structurally Diverse Sampling for Sample-Efficient Training and Comprehensive Evaluation Shivanshu Gupta, Sameer Singh, Matt Gardner EMNLP 2022 | November 2022
Publication CONDAQA: A Contrastive Reading Comprehension Dataset for Reasoning about Negation Abhilasha Ravichander, Matt Gardner, Ana Marasović EMNLP 2022 | November 2022
Publication Uni[MASK]: Unified Inference in Sequential Decision Problems Micah Carroll, Orr Paradise, Jessy Lin, Raluca Georgescu, Mingfei Sun, Dave Bignell, Stephanie Milani, Katja Hofmann, Matthew Hausknecht, Anca Dragan, Sam Devlin Neural Information Processing Systems | November 2022 Project
Publication Operationalizing Specifications, In Addition to Test Sets for Evaluating Constrained Generative Models Vikas Raunak, Matt Post, Arul Menezes NeurIPS 2022 Workshop on Human Evaluation of Generative Models (HGEM) | November 2022
Publication Understanding Machine Learning Practitioners’ Data Documentation Perceptions, Needs, Challenges, and Desiderata Amy K. Heger, Liz B. Marquis, Mihaela Vorvoreanu, Hanna Wallach, Jennifer Wortman Vaughan Conference on Computer Supported Cooperative Work | November 2022 Project
Publication Contextual search in the presence of adversarial corruptions Akshay Krishnamurthy, Thodoris Lykouris, Chara Podimata, Robert E. Schapire Operations Research | November 2022