Nguyen, Xuan-Phi

7 publications

TMLR 2025 A Survey of Frontiers in LLM Reasoning: Inference Scaling, Learning to Reason, and Agentic Systems Zixuan Ke, Fangkai Jiao, Yifei Ming, Xuan-Phi Nguyen, Austin Xu, Do Xuan Long, Minzhi Li, Chengwei Qin, PeiFeng Wang, Silvio Savarese, Caiming Xiong, Shafiq Joty

ICLR 2025 FaithEval: Can Your Language Model Stay Faithful to Context, Even if "The Moon Is Made of Marshmallows" Yifei Ming, Senthil Purushwalkam, Shrey Pandit, Zixuan Ke, Xuan-Phi Nguyen, Caiming Xiong, Shafiq Joty

ICLR 2022 Contrastive Clustering to Mine Pseudo Parallel Data for Unsupervised Translation Xuan-Phi Nguyen, Hongyu Gong, Yun Tang, Changhan Wang, Philipp Koehn, Shafiq Joty

NeurIPS 2022 Refining Low-Resource Unsupervised Translation by Language Disentanglement of Multilingual Translation Model Xuan-Phi Nguyen, Shafiq Joty, Kui Wu, Ai Ti Aw

ICML 2021 Cross-Model Back-Translated Distillation for Unsupervised Machine Translation Xuan-Phi Nguyen, Shafiq Joty, Thanh-Tung Nguyen, Kui Wu, Ai Ti Aw

NeurIPS 2020 Data Diversification: A Simple Strategy for Neural Machine Translation Xuan-Phi Nguyen, Shafiq Joty, Kui Wu, Ai Ti Aw

ICLR 2020 Tree-Structured Attention with Hierarchical Accumulation Xuan-Phi Nguyen, Shafiq Joty, Steven C. H. Hoi, Richard Socher