Publications

Noisy BiLSTM-Based Models for Disfluency Detection, Nguyen Bach & Fei Huang, INTERSPEECH 2019

Yujia Xie, Luowei Zhou, Xiyang Dai, Lu Yuan, Nguyen Bach, Ce Liu, Michael Zeng (2022). Visual Clues: Bridging Vision and Language Foundations for Image Paragraph Captioning. In NeurIPS-2022.

Preprint PDF

Xinyu Wang, Min Gui, Yong Jiang, Zixia Jia, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu (2022). ITA: Image-Text Alignments for Multi-Modal Named Entity Recognition. In NAACL-2022.

PDF Code Poster Slides

Yujia Xie, Lu Yuan, Nguyen Bach (2022). Image paragraph generator. United States Patent & Trademark Office.

Patent

Yujia Xie, Lu Yuan, Nguyen Bach (2022). Image paragraph generator. United States Patent & Trademark Office.

Patent

Gopi Kumar, Jiayuan Huang, Nguyen Bach, Luis Vargas (2022). The innovation behind AI at Scale. In Microsoft-2022.

PDF Project

Xinyin Ma, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Weiming Lu (2021). MuVER: Improving First-Stage Entity Retrieval with Multi-View Entity Representations. In EMNLP-2021.

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Xinyu Wang, Yong Jiang, Zhaohui Yan, Zixia Jia, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu (2021). Structural Knowledge Distillation: Tractably Distilling Information for Structured Predictor. In ACL-2021.

PDF Code Project

Zechuan Hu, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu (2021). Risk Minimization for Zero-shot Sequence Labeling. In ACL-2021.

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Zechuan Hu, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu (2021). Multi-View Cross-Lingual Structured Prediction with Minimum Supervision. In ACL-2021.

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Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu (2021). Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning. In ACL-2021.

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Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu (2021). Automated Concatenation of Embeddings for Structured Prediction. In ACL-2021.

PDF Code Project

Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu (2020). More Embeddings, Better Sequence Labelers?. In *EMNLP Findings 2020 *.

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Zechuan Hu, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu (2020). An Investigation of Potential Function Designs for Neural CRF. In *EMNLP Findings 2020 *.

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Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu (2020). AIN: Fast and Accurate Sequence Labeling with Approximate Inference Network. In EMNLP 2020.

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Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Fei Huang, Kewei Tu (2020). Structure-Level Knowledge Distillation For Multilingual Sequence Labeling. In ACL 2020.

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Ebrahim Ansari, amittai axelrod, Nguyen Bach, Ondřej Bojar, Roldano Cattoni, Fahim Dalvi, Nadir Durrani, Marcello Federico, Christian Federmann, Jiatao Gu, Fei Huang, Kevin Knight, Xutai Ma, Ajay Nagesh, Matteo Negri, Jan Niehues, Juan Pino, Elizabeth Salesky, Xing Shi, Sebastian Stüker, Marco Turchi, Alexander Waibel, Changhan Wang (2020). FINDINGS OF THE IWSLT 2020 EVALUATION CAMPAIGN. In IWSLT 2020.

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Nguyen Bach, Fei Huang (2019). Noisy BiLSTM-Based Models for Disfluency Detection. In Interspeech 2019.

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Yuanhang Su, Kai Fan, Nguyen Bach, C.-C. Jay Kuo, Fei Huang (2019). Unsupervised Multi-Modal Neural Machine Translation. The IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

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Nguyen Bach, Hongjie Chen, Kai Fan, Cheung-Chi Leung, Bo Li, Chongjia Ni, Rong Tong, Pei Zhang, Boxing Chen, Bin Ma, Fei Huang (2018). Alibaba Speech Translation Systems for IWSLT 2018. Proceedings of the International Workshop on Spoken Language Translation.

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Vaibhav Thukral, Chris Aholt, Christopher Maurice Mei, Bill Chau, Nguyen Bach, Lev Cherkashin, Jaeyoun Kim (2016). Eye Tracking Using Video Information and Electrooculography Information. United States Patent & Trademark Office.

Patent

Radu Soricut, Nguyen Bach, Ziyuan Wang (2012). The SDL Language Weaver Systems in the WMT12 Quality Estimation Shared Task. Proceedings of the Seventh Workshop on Statistical Machine Translation.

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Nguyen Bach, Qin Gao, Stephan Vogel, Alex Waibel (2011). TriS: A Statistical Sentence Simplifier with Log-linear Models and Margin-based Discriminative Training. Proceedings of 5th International Joint Conference on Natural Language Processing.

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Sanjika Hewavitharana, Nguyen Bach, Qin Gao, Vamshi Ambati, Stephan Vogel (2011). CMU Haitian Creole-English Translation System for WMT 2011. Proceedings of the Sixth Workshop on Statistical Machine Translation.

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Nguyen Bach, Fei Huang, Yaser Al-Onaizan (2011). Goodness: A Method for Measuring Machine Translation Confidence. Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies.

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Qin Gao, Nguyen Bach, Stephan Vogel (2010). A Semi-Supervised Word Alignment Algorithm with Partial Manual Alignments. Proceedings of the Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR.

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Ying Zhang, Nguyen Bach (2009). Virtual Babel: Towards Context-Aware Machine Translation in Virtual Worlds. Proceedings of the Twelfth Machine Translation Summit (MTSummit-XII).

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Nguyen Bach, Qin Gao, Stephan Vogel (2009). Source-side Dependency Tree Reordering Models with Subtree Movements and Constraints. Proceedings of the Twelfth Machine Translation Summit (MTSummit-XII).

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Nguyen Bach, Roger Hsiao, Matthias Eck, Paisarn Charoenpornsawat, Stephan Vogel, Tanja Schultz, Ian Lane, Alex Waibel, Alan Black (2009). Incremental Adaptation of Speech-to-Speech Translation. Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Companion Volume: Short Papers.

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Nguyen Bach, Stephan Vogel, Colin Cherry (2009). Cohesive Constraints in A Beam Search Phrase-based Decoder. Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Companion Volume: Short Papers.

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Almut Silja Hildebrand, Kay Rottmann, Mohamed Noamany, Quin Gao, Sanjika Hewavitharana, Nguyen Bach, Stephan Vogel (2008). Recent Improvements in the CMU Large Scale Chinese-English SMT System. Proceedings of ACL-08: HLT, Short Papers.

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Nguyen Bach, Qin Gao, Stephan Vogel (2008). Improving Word Alignment with Language Model Based Confidence Scores. Proceedings of the Third Workshop on Statistical Machine Translation.

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Bing Zhao, Nguyen Bach, Ian Lane, Stephan Vogel (2007). A Log-Linear Block Transliteration Model based on Bi-Stream HMMs. Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics; Proceedings of the Main Conference.

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Nguyen Bach, Sameer Badaskar (2007). A Survey on Relation Extraction. Language Technologies Institute, Carnegie Mellon University.

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Ian Lane, Andreas Zollmann, Thuy Linh Nguyen, Nguyen Bach, Ashish Venugopal, Stephan Vogel, Kay Rottmann, Ying Zhang, Alex Waibel (2007). The UKA-CMU Statistical Machine Translation Systems for IWSLT 2007. Proc. of the International Workshop on Spoken Language Translation.

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Nguyen Bach, Matthias Eck, Paisarn Charoenpornsawat, Thilo Kohler, Sebastian Stuker, ThuyLinh Nguyen, Roger Hsiao, Alex Waibel, Stephan Vogel, Tanja Schultz, Alan Black (2007). The CMU TransTac 2007 Eyes-free and Hands-free Two-way Speech-to-Speech Translation System. Proc. of the International Workshop on Spoken Language Translation.

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Nguyen Bach, Mohammed Noamany, Ian Lane, Tanja Schultz (2007). Handling OOV Words in Arabic ASR Via Flexible Morphological Constraints. Proceedings of the Interspeech2007.

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Matthias Eck, Ian Lane, Nguyen Bach, Sanjika Hewavitharana, Muntsin Kolss, Bing Zhao, Almut Silja Hildebrand, Stephan Vogel, Alex Waibel (2006). The UKA/CMU Statistical Machine Translation System for IWSLT 2006. Proc. of the International Workshop on Spoken Language Translation.

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Hansjorg Mixdorff, Nguyen Bach, Hiroya Fujisaki, Mai Chi Luong (2003). Quantitative Analysis and Synthesis of Syllabic Tones in Vietnamese. Proceedings of the 8th European Conference on Speech Communication and Technology.

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