Publications

  • Resilient Multi-Agent Reinforcement Learning with Dynamic Participating Agents Xuting Tang, Jia Xu, and Shusen Wang IEEE 12th International Conference on Cloud Networking (CloudNet) 2023 pdf
  • Unveiling Equity: Exploring Feature Dependency using Complex-Valued Neural Networks for Fair Data Analysis Xuting Tang, Mengjiao Zhang, Abdul Rafae Khan, Steve Yang, and Jia Xu IEEE 12th International Conference on Cloud Networking (CloudNet) 2023 pdf
  • ConceptX: A Framework for Latent Concept Analysis Firoj Alam, Fahim Dalvi, Nadir Durrani, Hassan Sajjad, Abdul Rafae Khan, and Jia Xu Proceedings of AAAI-23 Demonstrations Program pdf
  • Learning Uncertainty for Unknown Domains with Zero-Target-Assumption Yu Yu, Hassan Sajjad, and Jia Xu Proceedings of ICLR 2023 pdf
  • Probabilistic Robustness for Data Filtering Yu Yu, Abdul Rafae Khan, Shahram Khadivi, and Jia Xu Proceedings of EACL 2023 pdf
  • Fluent Translation Built on Giant Pre-trained Models Abdul Rafae Khan, Hrishikesh Kanade, Girish Amar Budhrani, Preet Jhanglani, and Jia Xu Proceedings of WMT'22 at EMNLP 2022 pdf
  • Can Data Diversity Enhance Learning Generalization? Yu Yu, Shahram Khadivi, and Jia Xu Proceedings of COLING 2022 pdf
  • Byte-based Multilingual NMT for Endangered Languages Mengjiao Zhang and Jia Xu Proceedings of COLING 2022 pdf
  • Measuring Robustness for NLP Yu Yu, Abdul Rafae Khan, and Jia Xu Proceedings of COLING 2022 pdf
  • Learning by Interpreting Xuting Tang, Abdul Rafae Khan, Shusen Wang, and Jia Xu Proceedings of IJCAI 2022 pdf
  • Analyzing Encoded Concepts in Transformer Language Models Hassan Sajjad, Nadir Durrani, Fahim Dalvi, Firoj Alam, Abdul Rafae Khan, and Jia Xu Proceedings of NAACL 2022 pdf
  • Discovering Latent Concepts Learned in BERT Fahim Dalvi, Abdul Rafae Khan, Firoj Alam, Nadir Durrani, Jia Xu, Hassan Sajjad Proceedings of ICLR 2022 pdf
  • Grouping Words with Semantic Diversity Karine Chubarian, Abdul Rafae Khan, Anastasios Sidiropoulos, and Jia Xu Proceedings of NAACL 2021 pdf
  • Interpreting Criminal Charge Prediction and Its Algorithmic Bias via Quantum-Inspired Complex Valued Networks Abdul Rafae Khan, Jia Xu, Peter Varsanyi, and Rachit Pabreja Proceedings of the ICML Workshop on Theoretic Foundation, Criticism, and Application Trend of Explainable AI (XAI) 2021 pdf
  • Coding Textual Inputs Boosts the Accuracy of Neural Networks Abdul Rafae Khan, Jia Xu, and Weiwei Sun Proceedings of EMNLP 2020 pdf
  • A Clustering Framework for Lexical Normalization of Roman Urdu Abdul Rafae Khan, Asim Karim, Hassan Sajjad, Faisal Kamiran, and Jia Xu Journal of Natural Language Engineering 2020 pdf
  • CUNY-PKU Parser at SemEval-2019 task 1: Cross-Lingual Semantic Parsing with UCCA Weimin Lyu, Sheng Huang, Abdul Rafae Khan, Shengqiang Zhang, Weiwei Sun, and Jia Xu Proceedings of the 13th International Workshop on Semantic Evaluation 2019 pdf
  • WCS: Robust Network Localization by Weighted Component Stitching Tianyuan Sun, Yongcai Wang, Deying Li, Zhaoquan Gu, and Jia Xu IEEE/ACM Transactions on Networking 2018 pdf
  • Hunter NMT System for WMT18 Biomedical Translation Task: Transfer Learning in Neural Machine Translation Abdul Rafae Khan, Subhadarshi Panda, Jia Xu, and Lampros Flokas Proceedings of the Third Conference on Machine Translation at EMNLP 2018 pdf
  • Assessing Quality Estimation Models for Sentence-Level Prediction Hoang Cuong and Jia Xu Proceedings of COLING 2018 pdf
  • On the Efficient Online Model Adaptation by Incremental Simplex Tableau Zhixian Lei, Xuehan Ye, Yongcai Wang, Deying Li, Jia Xu Proceedings of AAAI 2017 pdf
  • Hunter MT: A Course for Young Researchers in WMT17 Jia Xu, Yizong Kuang, Shondell Baijoo, Jacob Lee, Uman Shahzad, Meredith Lancaster, and Chris Carlan Proceedings of the Second Conference on Machine Translation at EMNLP 2017 pdf
  • On the Power and Limits of Distance-Based Learning P. A. Papakonstantinou, J. Xu, G. Yang Proceedings of ICML 2016 pdf
  • System Description of ICT/Dublin NIST-15 Machine Translation System J. Xu Workshop of Open Machine Translation 2015 pdf
  • Query Lattice for Translation Retrieval M. Dong, Y. Cheng, Y. Liu, J. Xu, M. Sun Proceedings of COLING 2014 pdf
  • An ant colony optimization method to detect communities in social networks Javadi SH, Khadivi S, Shiri ME, and Xu J. Proceedings of ASONAM 2014 pdf
  • Salient Object Detection in Image Sequences via Spatial-Temporal Cue C. Gan, Z. Qin, J. Xu and T. Wan Proceedings of the Conference on Visual Communications and Image Processing 2013 pdf
  • Enhancing Chinese Word Segmentation Using Unlabeled Data W. Sun and J. Xu Proceedings of the Conference on Empirical Methods in Natural Language Processing 2011 pdf
  • Generating Virtual Parallel Corpus: A Compatibility Centric Method J. Xu and W.Sun Proceedings of the Machine Translation Summit 2011 pdf
  • Improving Machine Translation Performance Using Comparable Corpora A. Eisele and J. Xu Proceedings of the LREC Workshop on Building and Using Comparable Corpora 2010 pdf
  • Synchronous Learning of Chinese Word Segmentation and Word Alignment J. Xu, J.Gao, K.Toutanova and H. Ney Handbook of Natural Language Processing and Machine Translation 2011 pdf
  • Further Experiments with Shallow Hybrid MT Systems C. Federmann, A. Eisele, Y. Chen, S. Hunsicker, J. Xu and H. Uszkoreit Proceedings of the ACL Workshop on Statistical Machine Translation 2010 pdf
  • Bayesian Semi-Supervised Chinese Word Segmentation for Statistical Machine Translation J. Xu, J. Gao, K. Toutanova and H. Ney Proceedings of the 22nd International Conference on Computational Linguistics 2008 pdf
  • Phrase Table Training for Precision and Recall: What Makes a Good Phrase and a Good Phrase Pair? Y.Deng, J. Xu and Y. Gao Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics 2008 pdf
  • Domain Dependent Machine Translation J. Xu, Y. Deng, Y. Gao and H. Ney Proceedings of the Machine Translation Summit XI 2007 pdf
  • Partitioning Parallel Documents Using Binary Segmentation J. Xu, R. Zens and H. Ney Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics (HLT-NAACL): Proceedings of the Workshop on Statistical Machine Translation 2006 pdf
  • Error Analysis of Statistical Machine Translation Output D.Vilar, J. Xu, L. F. D'Haro and H. Ney Proceedings of the 5th International Conference on Language Resources and Evaluation (LREC) 2006 pdf
  • Integrated Chinese Word Segmentation in Statistical Machine Translation J. Xu, E. Matusov, R. Zens and H. Ney Proceedings of the International Workshop on Spoken Language Translation (IWSLT) 2005 pdf
  • The RWTH Phrase-based Statistical Machine Translation System R. Zens, O. Bender, S. Hasan, S. Khadivi, E. Matusov, J. Xu, Y. Zhang, and H. Ney Proceedings of the International Workshop on Spoken Language Translation (IWSLT) 2005 pdf
  • Sentence Segmentation Using IBM Word Alignment Model 1 J. Xu, R. Zens and H. Ney Proceedings of the 10th Annual Conference of the European Association for Machine Translation (EAMT 2005) pdf
  • Do We Need Chinese Word Segmentation for Statistical Machine Translation? J. Xu, R. Zens and H. Ney Proceedings of the 10th Annual Conference of the European Association for Machine Translation (EAMT 2005) pdf
  • Sequence Segmentation of Statistical Machine Translation J. Xu Dissertation of Ph.D. of Computer Science 2010 pdf
  • A Computational Model for Sound Processing in the Human Auditory System J. Xu Dissertation of Master of Computer Science 2002 pdf