Our Publications

Explore the knowledge hub of Jia Xu through our publications. Join us in shaping the discourse and advancing the field as we share our expertise and discoveries with the world

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

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