| Large language models are not yet human-level evaluators for abstractive summarization C Shen, L Cheng, XP Nguyen, Y You, L Bing EMNLP 2023 Findings - The 2023 Conference on Empirical Methods in Natural …, 2023 | 105 | 2023 |
| 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 | 98 | 2020 |
| Tree-Structured Attention with Hierarchical Accumulation XP Nguyen, S Joty, SCH Hoi, R Socher INTERNATIONAL CONFERENCE ON LEARNING REPRESENTATIONS (ICLR) 2020, 2020 | 90 | 2020 |
| SeaLLMs--Large Language Models for Southeast Asia XP Nguyen, W Zhang, X Li, M Aljunied, Q Tan, L Cheng, G Chen, Y Deng, ... ACL 2024 DEMO, 2023 | 60 | 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 | 30 | 2021 |
| Democratizing LLMs for low-resource languages by leveraging their english dominant abilities with linguistically-diverse prompts XP Nguyen, SM Aljunied, S Joty, L Bing ACL 2024 - Proceedings of the Annual Meeting of the Association for …, 2023 | 29 | 2023 |
| Discovering the gems in early layers: Accelerating long-context llms with 1000x input token reduction Z Shi, Y Ming, XP Nguyen, Y Liang, S Joty arXiv preprint arXiv:2409.17422, 2024 | 28 | 2024 |
| 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 | 20 | 2023 |
| 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 | 17 | 2021 |
| 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 | 16 | 2023 |
| 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 | 14 | 2020 |
| 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 | 12 | 2019 |
| 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 | 10 | 2022 |
| 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 | 10* | 2022 |
| 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 | 10 | 2021 |
| 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 | 9 | 2020 |
| FaithEval: Can Your Language Model Stay Faithful to Context, Even If" The Moon is Made of Marshmallows" Y Ming, S Purushwalkam, S Pandit, Z Ke, XP Nguyen, C Xiong, S Joty arXiv preprint arXiv:2410.03727, 2024 | 6 | 2024 |
| Sfr-rag: Towards contextually faithful llms XP Nguyen, S Pandit, S Purushwalkam, A Xu, H Chen, Y Ming, Z Ke, ... arXiv preprint arXiv:2409.09916, 2024 | 6 | 2024 |
| 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, 2022 | 6 | 2022 |
| Improving neural machine translation: data centric approaches XP Nguyen Nanyang Technological University, 2023 | 1 | 2023 |
Shafiq JotySenior Research Director at Salesforce Research, Assoc. Prof. at NTU (on leave)Overená e-mailová adresa na: ntu.edu.sg