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Xuan-Phi Nguyen
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Year
Tree-Structured Attention with Hierarchical Accumulation
XP Nguyen, S Joty, SCH Hoi, R Socher
INTERNATIONAL CONFERENCE ON LEARNING REPRESENTATIONS (ICLR) 2020, 2020
852020
Data diversification: A simple strategy for neural machine translation
XP Nguyen, S Joty, K Wu, AT Aw
Advances in Neural Information Processing Systems 33, 2020
822020
Large language models are not yet human-level evaluators for abstractive summarization
C Shen, L Cheng, XP Nguyen, Y You, L Bing
Findings of the Association for Computational Linguistics: EMNLP 2023, 4215-4233, 2023
54*2023
RST parsing from scratch
TT Nguyen, XP Nguyen, S Joty, X Li
(NAACL 2021) Proceedings of the 2021 Conference of the North American …, 2021
252021
SeaLLMs--Large Language Models for Southeast Asia
XP Nguyen, W Zhang, X Li, M Aljunied, Q Tan, L Cheng, G Chen, Y Deng, ...
arXiv preprint arXiv:2312.00738, 2023
202023
Systems and methods for a transformer network with tree-based attention for natural language processing
XP Nguyen, SR Joty, CH Hoi
US Patent 11,615,240, 2023
182023
Cross-model Back-translated Distillation for Unsupervised Machine Translation
XP Nguyen, S Joty, TT Nguyen, W Kui, AT Aw
38th International Conference on Machine Learning (ICML), 2021, 2021
162021
Differentiable Window for Dynamic Local Attention
TT Nguyen, XP Nguyen, S Joty, X Li
ACL 2020 - The 58th Annual Meeting of the Association for Computational …, 2020
122020
Medical Image Segmentation with Stochastic Aggregated Loss in a Unified U-Net
PX Nguyen, Z Lu, W Huang, S Huang, A Katsuki, Z Lin
2019 IEEE EMBS International Conference on Biomedical Health Informatics …, 2019
122019
Improving Speech-to-Speech Translation Through Unlabeled Text
XP Nguyen, S Popuri, C Wang, Y Tang, I Kulikov, H Gong
2023 IEEE International Conference on Acoustics, Speech, and Signal …, 2022
92022
Efficient Constituency Parsing by Pointing
TT Nguyen, XP Nguyen, S Joty, X Li
ACL 2020 - The 58th Annual Meeting of the Association for Computational …, 2020
92020
A hierarchical encoding-decoding scheme for abstractive multi-document summarization
C Shen, L Cheng, XP Nguyen, Y You, L Bing
EMNLP 2023 Findings - The 2023 Conference on Empirical Methods in Natural …, 2023
82023
Refining Low-Resource Unsupervised Translation by Language Disentanglement of Multilingual Model
XP Nguyen, S Joty, W Kui, AT Aw
Advances in Neural Information Processing Systems 36th (NeurIPS 2022), 2022
8*2022
Democratizing LLMs for Low-Resource Languages by Leveraging their English Dominant Abilities with Linguistically-Diverse Prompts
XP Nguyen, SM Aljunied, S Joty, L Bing
arXiv preprint arXiv:2306.11372, 2023
72023
A conditional splitting framework for efficient constituency parsing
TT Nguyen, XP Nguyen, S Joty, X Li
(ACL 2021) Proceedings of the 59th Annual Meeting of the Association for …, 2021
72021
Contrastive clustering to mine pseudo parallel data for unsupervised translation
XP Nguyen, H Gong, Y Tang, C Wang, P Koehn, S Joty
International Conference on Learning Representations, 2021
62021
Improving neural machine translation: data centric approaches
XP Nguyen
Nanyang Technological University, 2023
12023
ParaICL: Towards Robust Parallel In-Context Learning
X Li, XP Nguyen, S Joty, L Bing
arXiv preprint arXiv:2404.00570, 2024
2024
Enhancing Attention with Explicit Phrasal Alignments
XP Nguyen, S Joty, TT Nguyen
2019
Appendix for: Cross-model Back-translated Distillation for Unsupervised Machine Translation
XP Nguyen, S Joty, TT Nguyen, W Kui, AT Aw
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