Author

Xuan-Phi Nguyen

Observed name: Nguyen, Xuan-Phi

Observed institutions: Agency for Science, Technology and Research, Nanyang Technological University, Institute for Infocomm Research, Alibaba Group (Cayman Islands), Salesforce (United States), Alibaba DAMO Academy (China), Alibaba Group (China), Massachusetts Institute of Technology

OpenAlex ID: A5041615748

Tree-structured Attention with Hierarchical Accumulation

2020 · Nguyen, Xuan-Phi, Joty, Shafiq, et al. · arXiv (Cornell University) · 56

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Large Language Models are Not Yet Human-Level Evaluators for Abstractive Summarization

2023 · Chenhui Shen, Liying Cheng, et al. · 51

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Data Diversification: A Simple Strategy For Neural Machine Translation

2019 · Nguyen, Xuan-Phi, Joty, Shafiq, et al. · arXiv (Cornell University) · 49

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Democratizing LLMs for Low-Resource Languages by Leveraging their English Dominant Abilities with Linguistically-Diverse Prompts

2024 · Xuan-Phi Nguyen, Mahani Aljunied, et al. · Annual Meeting of the Association for Computational Linguistics (ACL) · 22

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RST Parsing from Scratch

2021 · Thanh-Tung Nguyen, Xuan-Phi Nguyen, et al. · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 20

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SeaLLMs - Large Language Models for Southeast Asia

2024 · Xuan-Phi Nguyen, Wenxuan Zhang, et al. · Annual Meeting of the Association for Computational Linguistics (ACL) · 18

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A Hierarchical Encoding-Decoding Scheme for Abstractive Multi-document Summarization

2023 · Chenhui Shen, Liying Cheng, et al. · 18

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Data Diversification: A Simple Strategy For Neural Machine Translation

2020 · Xuan-Phi Nguyen, Shafiq Joty, et al. · neural information processing systems · 14

Cross-model Back-translated Distillation for Unsupervised Machine Translation

2020 · Nguyen, Xuan-Phi, Joty, Shafiq, et al. · arXiv (Cornell University) · 12

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Differentiable Window for Dynamic Local Attention

2020 · Thanh-Tung Nguyen, Xuan-Phi Nguyen, et al. · Annual Meeting of the Association for Computational Linguistics (ACL) · 11

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A Conditional Splitting Framework for Efficient Constituency Parsing

2021 · Thanh-Tung Nguyen, Xuan-Phi Nguyen, et al. · 10

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Efficient Constituency Parsing by Pointing

2020 · Thanh-Tung Nguyen, Xuan-Phi Nguyen, et al. · Annual Meeting of the Association for Computational Linguistics (ACL) · 10

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Data Diversification: An Elegant Strategy For Neural Machine Translation.

2019 · Xuan-Phi Nguyen, Shafiq Joty, et al. · arXiv (Cornell University) · 10

SeaLLMs -- Large Language Models for Southeast Asia

2023 · Nguyen, Xuan-Phi, Zhang, Wenxuan, et al. · arXiv (Cornell University) · 7

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Improving Speech-to-Speech Translation Through Unlabeled Text

2023 · Xuan-Phi Nguyen, Sravya Popuri, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 6

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A Survey of Frontiers in LLM Reasoning: Inference Scaling, Learning to Reason, and Agentic Systems

2025 · Ke, Zixuan, Jiao, Fangkai, et al. · arXiv (Cornell University) · 4

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Demystifying Domain-adaptive Post-training for Financial LLMs

2025 · Zixuan Ke, Yifei Ming, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 4

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FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"

2024 · Ming, Yifei, Purushwalkam, Senthil, et al. · arXiv (Cornell University) · 3

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SFR-RAG: Towards Contextually Faithful LLMs

2024 · Nguyen, Xuan-Phi, Pandit, Shrey, et al. · arXiv (Cornell University) · 2

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Refining Low-Resource Unsupervised Translation by Language Disentanglement of Multilingual Model

2022 · Nguyen, Xuan-Phi, Joty, Shafiq, et al. · arXiv (Cornell University) · 2

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Discovering the Gems in Early Layers: Accelerating Long-Context LLMs with 1000x Input Token Reduction

2026 · Zhenmei Shi, Yifei Ming, et al. · 1

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ParaICL: Towards Parallel In-Context Learning

2025 · Xingxuan Li, Xuan-Phi Nguyen, et al. · Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL) · 1

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SWE-MISBEHAVIOR: Benchmarking and Mitigating Boundary Violations in Software Coding Agents

2026 · Trong, Do Xuan, Nguyen, Duc Anh, et al. · arXiv (Cornell University)

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Flattening Every Memory Peak in Long-Context Mixture-of-Experts Training

2026 · Pandit, Shrey, Nguyen, Xuan-Phi, et al. · arXiv (Cornell University)

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Privileged Likelihood Is Not Automatically Value: Three Checks for Token Credit in On-Policy Self-Distillation

2026 · Nguyen, Xuan-Phi, Liu, Zeyu Leo, et al. · arXiv (Cornell University)

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