Publication Beyond English-Centric Bitexts for Better Multilingual Language Representation Learning Barun Patra, Saksham Singhal, Shaohan Huang, Zewen Chi, Li Dong, Furu Wei, Vishrav Chaudhary, Xia Song ACL 2023 | October 2022 Work in progress
Publication Soft-Labeled Contrastive Pre-Training for Function-Level Code Representation Xiaonan Li, Daya Guo, Yeyun Gong, Yun Lin, Yelong Shen, Xipeng Qiu, Daxin Jiang (姜大昕), Weizhu Chen, Nan Duan EMNLP 2022 | October 2022
Publication Recurrence Boosts Diversity! Revisiting Recurrent Latent Variable in Transformer-Based Variational AutoEncoder for Diverse Text Generation Jinyi Hu, Xiaoyuan Yi, Wenhao Li, Maosong Sun, Xing Xie EMNLP 2022 | October 2022
Publication Label-aware Multi-level Contrastive Learning for Cross-lingual Spoken Language Understanding Shining Liang, Linjun Shou (寿林钧), Jian Pei, Ming Gong (YIMING), Wanli Zuo, Xianglin Zuo, Daxin Jiang (姜大昕) EMNLP 2022 | October 2022
Publication Generation Probabilities are Not Enough: Improving Error Highlighting for AI Code Suggestions Helena Vasconcelos, Gagan Bansal, Adam Fourney, Q. Vera Liao, Jennifer Wortman Vaughan NeurIPS Workshop on Human-Centered AI | October 2022
Publication UniTAB: Unifying Text and Box Outputs for Grounded Vision-Language Modeling Zhengyuan Yang, Zhe Gan, Jianfeng Wang, Xiaowei Hu, Faisal Ahmed, Zicheng Liu, Yumao Lu, Lijuan Wang ECCV | October 2022 Project
Publication Temporal Latent Bottleneck: Synthesis of Fast and Slow Processing Mechanisms in Sequence Learning Aniket Didolkar, Kshitij Gupta, Anirudh Goyal, Nitesh B. Gundavarapu, Alex Lamb, Nan Rosemary Ke, Yoshua Bengio Neural Information Processing Systems | October 2022
Publication Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks Yizhong Wang, Ishani Mondal, et. al. EMNLP 2022 | October 2022
Publication LEMON: Language-Based Environment Manipulation via Execution-Guided Pre-training Qi Shi, Qian Liu, Bei Chen, Yu Zhang, Ting Liu, Jian-Guang Lou EMNLP 2022 | October 2022
Publication ASL Wiki: An Exploratory Interface for Crowdsourcing ASL Translations Abraham Glasser, Fyodor Minakov, Danielle Bragg ASSETS 2022 | October 2022 Project