Publication IndicNLG Benchmark: Multilingual Datasets for Diverse NLG Tasks in Indic Languages Aman Kumar, Himani Shrotriya, Prachi Sahu, Raj Dabre, Ratish Puduppully, Anoop Kunchukuttan, Amogh Mishra, Mitesh M. Khapra, Pratyush Kumar EMNLP 2022 | November 2022
Publication Efficient and Effective Multi-task Grouping via Meta Learning on Task Combinations Xiaozhuang Song, Shun Zheng, Wei Cao, James Yu, Jiang Bian Neural Information Processing Systems | November 2022
Publication Using Interventions to Improve Out-of-Distribution Generalization of Text-Matching Recommendation Systems Parikshit Bansal, Yashoteja Prabhu, Emre Kiciman, Amit Sharma NeurIPS 2022 Workshop on Distribution Shifts (DistShift) | November 2022
Publication Rhino: Deep Causal Temporal Relationship Learning with history-dependent noise Wenbo Gong, Joel Jennings, Cheng Zhang, Nick Pawlowski NeurIPS 2022 Workshop on Causal Machine Learning for Real-World Impact (CML4Impact 2022) | November 2022
Publication Causal Reasoning in the Presence of Latent Confounders via Neural ADMG Learning Matthew Ashman, Chao Ma, Agrin Hilmkil, Joel Jennings, Cheng Zhang NeurIPS 2022 Workshop on Causal Machine Learning for Real-World Impact (CML4Impact 2022) | November 2022
Publication Distilled Dual-Encoder Model for Vision-Language Understanding Zekun Wang, Wenhui Wang, Haichao Zhu, Ming Liu, Bing Qin, Furu Wei EMNLP 2022 | November 2022
Publication Self-explaining deep models with logic rule reasoning Seungeon Lee, Xiting Wang, Sungwon Han, Xiaoyuan Yi, Xing Xie, Meeyoung Cha Neural Information Processing Systems (NeurIPS) | November 2022
Publication When Can Transformers Ground and Compose: Insights from Compositional Generalization Benchmarks Ankur Sikarwar, Arkil Patel, Navin Goyal EMNLP 2022 | October 2022
Publication When Language Model Meets Private Library Daoguang Zan, Bei Chen, Zeqi Lin, Bei Guan, Yongji Wang, Jian-Guang Lou EMNLP 2022 | October 2022
Publication Principled Offline RL with Rich Exogenous Information Riashat Islam, Manan Tomar, Alex Lamb, Yonathan Efroni, Hongyu Zang, Aniket Didolkar, Dipendra Misra, Xin Li, Harm van Seijen, Remi Tachet des Combes, John Langford ICML 2023 | October 2022