Publications

• Resilient Multi-Agent Reinforcement Learning with Dynamic Participating Agents

  Xuting Tang, Jia Xu, and Shusen Wang

  2023, accepted in IEEE 12th International Conference on Cloud Networking (CloudNet)

• 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

  2023, accepted in IEEE 12th International Conference on Cloud Networking (CloudNet)

• ConceptX: A Framework for Latent Concept Analysis

  Firoj Alam, Fahim Dalvi, Nadir Durrani, Hassan Sajjad, Abdul Rafae Khan, and Jia Xu

  2023, in Proceedings of AAAI-23 Demonstrations Program

• Learning Uncertainty for Unknown Domains with Zero-Target-Assumption

  Yu Yu, Hassan Sajjad, and Jia Xu

  2023, in Proceedings of ICLR

• Probabilistic Robustness for Data Filtering

  Yu Yu, Abdul Rafae Khan, Shahram Khadivi, and Jia Xu

  2023, in Proceedings of EACL

• Fluent Translation Built on Giant Pre-trained Models

  Abdul Rafae Khan, Hrishikesh Kanade, Girish Amar Budhrani, Preet Jhanglani, and Jia Xu

  2022, in Proceedings of WMT'22 at EMNLP

• Can Data Diversity Enhance Learning Generalization?

  Yu Yu, Shahram Khadivi, and Jia Xu

  2022, in Proceedings of COLING

• Byte-based Multilingual NMT for Endangered Languages

  Mengjiao Zhang and Jia Xu

  2022, in Proceedings of COLING

• Measuring Robustness for NLP

  Yu Yu, Abdul Rafae Khan, and Jia Xu

  2022, in Proceedings of COLING

• Learning by Interpreting

  Xuting Tang, Abdul Rafae Khan, Shusen Wang, and Jia Xu

  2022, in Proceedings of IJCAI

• Analyzing Encoded Concepts in Transformer Language Models

  Hassan Sajjad, Nadir Durrani, Fahim Dalvi, Firoj Alam, Abdul Rafae Khan, and Jia Xu

  2022, in Proceedings of NAACL

• Discovering Latent Concepts Learned in BERT

  Fahim Dalvi, Abdul Rafae Khan, Firoj Alam, Nadir Durrani, Jia Xu, Hassan Sajjad

  2022, in Proceedings of ICLR

• Grouping Words with Semantic Diversity

  Karine Chubarian, Abdul Rafae Khan, Anastasios Sidiropoulos, and Jia Xu (alphabetically ordered)

  2021, in Proceedings of NAACL

• Interpreting Criminal Charge Prediction and Its Algorithmic Bias via Quantum-Inspired Complex Valued Networks

  Abdul Rafae Khan, Jia Xu, Peter Varsanyi, and Rachit Pabreja

  2021, in Proceedings of the ICML Workshop on Theoretic Foundation, Criticism, and Application Trend of Explainable AI (XAI)

• Coding Textual Inputs Boosts the Accuracy of Neural Networks

  Abdul Rafae Khan, Jia Xu, and Weiwei Sun

  2020, in Proceedings of EMNLP

• A Clustering Framework for Lexical Normalization of Roman Urdu

  Abdul Rafae Khan, Asim Karim, Hassan Sajjad, Faisal Kamiran, and Jia Xu

  2020, in Journal of Natural Language Engineering

• 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

  2019, in Proceedings of the 13th International Work-shop on Semantic Evaluation

• WCS: Robust Network Localization by Weighted Component Stitching

  Tianyuan Sun, Yongcai Wang, Deying Li, Zhaoquan Gu, and Jia Xu

  2018, in IEEE/ACM Transactions on Networking

• Hunter NMT System for WMT18 Biomedical Translation Task: Transfer Learning in Neural Machine Translation

  Abdul Rafae Khan, Subhadarshi Panda, Jia Xu, and Lampros Flokas

  October 2018, in Proceedings of the Third Conference on Machine Translation at EMNLP

• Assessing Quality Estimation Models for Sentence-Level Prediction

  Hoang Cuong and Jia Xu

  August 2018, Proceedings of COLING

• On the Efficient Online Model Adaptation by Incremental Simplex Tableau

  Zhixian Lei, Xuehan Ye, Yongcai Wang, Deying Li, Jia Xu

  June 2017, Proceedings of AAAI

• Hunter MT: A Course for Young Researchers in WMT17

  Jia Xu, Yizong Kuang, Shondell Baijoo, Jacob Lee, Uman Shahzad, Meredith Lancaster, and Chris Carlan

  June 2017, Proceedings of the Second Conference on Machine Translation at EMNLP

• On the Power and Limits of Distance-Based Learning

  P. A. Papakonstantinou, J. Xu, G. Yang (authors alphabetically ordered)

  June 2016, Proceedings of ICML

• System Description of ICT/Dublin NIST-15 Machine Translation System

  J. Xu

  June 2015, Workshop of Open Machine Translation

• Query Lattice for Translation Retrieval

  M. Dong, Y. Cheng, Y. Liu, J. Xu, M. Sun

  August 2014, Proceedings of COLING

• An ant colony optimization method to detect communities in social networks.

  Javadi SH, Khadivi S, Shiri ME, and Xu J.

  August 2014, Proceedings of ASONAM

• Salient Object Detection in Image Sequences via Spatial-Temporal Cue

  C. Gan, Z. Qin, J. Xu and T. Wan

  November 2013, Proceedings of the Conference on Visual Communications and Image Processing

• Enhancing Chinese Word Segmentation Using Unlabeled Data

  W. Sun and J. Xu

  July 2011, Proceedings of the Conference on Empirical Methods in Natural Language Processing

• Generating Virtual Parallel Corpus: A Compatibility Centric Method

  J. Xu and W.Sun

  September 2011, Proceedings of the Machine Translation Summit

• Improving Machine Translation Performance Using Comparable Corpora

  A. Eisele and J. Xu

  May 2010, Proceedings of the LREC Workshop on Building and Using Comparable Corpora

• Synchronous Learning of Chinese Word Segmentation and Word Alignment

  J. Xu, J.Gao, K.Toutanova and H. Ney

  2011, Handbook of Natural Language Processing and Machine Translation (Book chapter)

• Further Experiments with Shallow Hybrid MT Systems

  C. Federmann, A. Eisele, Y. Chen, S. Hunsicker, J. Xu and H. Uszkoreit

  July 2010, Proceedings of the ACL Workshop on Statistical Machine Translation

• Character Based Chinese-English Statistical Machine Translation

  J. Xu and J. Gao and K. Toutanova and H. Ney

  August 2009, Manuscript

• Bayesian Semi-Supervised Chinese Word Segmentation for Statistical Machine Translation

  J. Xu, J. Gao, K. Toutanova and H. Ney

  August 2008, Proceedings of the 22nd International Conference on Computational Linguistics

• Phrase Table Training for Precision and Recall: What Makes a Good Phrase and a Good Phrase Pair?

  Y.Deng, J. Xu and Y. Gao

  June 2008, Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics

• Domain Dependent Machine Translation

  J. Xu, Y. Deng, Y. Gao and H. Ney

  September 2007, Proceedings of the Machine Translation Summit XI

• Partitioning Parallel Documents Using Binary Segmentation

  J. Xu, R. Zens and H. Ney

  June 2006, 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

• Error Analysis of Statistical Machine Translation Output

  D.Vilar, J. Xu, L. F. D'Haro and H. Ney

  May 2006, Proceedings of the 5th International Conference on Language Resources and Evaluation (LREC)

• Integrated Chinese Word Segmentation in Statistical Machine Translation

  J. Xu, E. Matusov, R. Zens and H. Ney

  October 2005, Proceedings of the International Workshop on Spoken Language Translation (IWSLT)

• 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

  May 2005, Proceedings of the International Workshop on Spoken Language Translation (IWSLT)

• Sentence Segmentation Using IBM Word Alignment Model 1

  J. Xu, R. Zens and H. Ney

  May 2005, Proceedings of the 10th Annual Conference of the European Association for Machine Translation (EAMT 2005)

• Do We Need Chinese Word Segmentation for Statistical Machine Translation?

  J. Xu, R. Zens and H. Ney

  July 2004, Proceedings of the 10th Annual Conference of the European Association for Machine Translation (EAMT 2005)

• Sequence Segmentation of Statistical Machine Translation

  J. Xu

  September 2010, Dissertation of Ph.D. of Computer Science

• A Computational Model for Sound Processing in the Human Auditory System

  J. Xu

  November 2002, Dissertation of Master of Computer Science