Publication Breaking Language Barriers with a LEAP: Learning Strategies for Polyglot LLMs Vaibhav Balloli, Mercy Ranjit, Akshay Nambi, Tanuja Ganu, Kabir Ahuja, Sunayana Sitaram, Kalika Bali May 2023 Project
Publication Define, Evaluate, and Improve Task-Oriented Cognitive Capabilities for Instruction Generation Models Lingjun Zhao, Khanh Nguyen, Hal Daumé III ACL 2023 | May 2023
Publication Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In Zichun Yu, Chenyan Xiong, Shi Yuan, Zhiyuan Liu ACL 2023 | May 2023
Publication AnaMeta: A Table Understanding Dataset of Field Metadata Knowledge Shared by Multi-dimensional Data Analysis Tasks Xinyi He, Mengyu Zhou, Mingjie Zhou, Jialiang Xu, Xiao Lv, Tianle Li, Yijia Shao, Shi Han, Zejian Yuan, Dongmei Zhang The 61st Annual Meeting of the Association for Computational Linguistics (ACL '23) | May 2023 Project
Publication DIONYSUS: A Pre-trained Model for Low-Resource Dialogue Summarization Yu Li, Baolin Peng, Pengcheng He, Michel Galley, Zhou Yu, Jianfeng Gao ACL 2023 | May 2023
Publication Controlling Learned Effects to Reduce Spurious Correlations in Text Classifiers Parikshit Bansal, Amit Sharma ACL 2023 | May 2023
Publication Chain-of-Skills: A Configurable Model for Open-domain Question Answering Kaixin Ma, Hao Cheng, Yu Zhang, Xiaodong Liu, Eric Nyberg, Jianfeng Gao ACL 2023 | May 2023
Publication Diagnosing Transformers: Illuminating Feature Spaces for Clinical Decision-Making Aliyah R. Hsu, Yeshwanth Cherapanamjeri, Briton Park, Tristan Naumann, A. Odisho, Bin Yu ICLR 2024 | May 2023
Publication Selective Mixup Helps with Distribution Shifts, But Not (Only) because of Mixup Damien Teney, Jindong Wang, Ehsan Abbasnejad ICML 2024 | May 2023
Publication IndicTrans2: Towards High-Quality and Accessible Machine Translation Models for all 22 Scheduled Indian Languages Jay Gala, Pranjal A. Chitale, AK Raghavan, Sumanth Doddapaneni, Varun Gumma, Aswanth Kumar, J. Nawale, Anupama Sujatha, Ratish Puduppully, Vivek Raghavan, Pratyush Kumar, Mitesh M. Khapra, Raj Dabre, Anoop Kunchukuttan Transactions on Machine Learning Research | May 2023