Kai-Wei Chang

Cited by

	All	Since 2016
Citations	14856	9320
h-index	33	30
i10-index	54	52

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Co-authors

Cho-Jui HsiehUniversity of California, Los AngelesVerified email at cs.ucla.edu
Chih-Jen LinProfessor of Computer Science, National Taiwan UniversityVerified email at csie.ntu.edu.tw
Jieyu ZhaoPh.D. student, UCLAVerified email at ucla.edu
Dan RothProfessor of Computer Science, University of PennsylvaniaVerified email at seas.upenn.edu
Venkatesh SaligramaProfessor, Electrical and Computer Engineering, Boston UniversityVerified email at bu.edu
Mark YatskarAllen Institute for Artificial IntelligenceVerified email at cs.washington.edu
Adam Tauman KalaiMicrosoft ResearchVerified email at microsoft.com
Wasi Uddin AhmadPh.D. student, UCLAVerified email at ucla.edu
Vicente OrdonezAssistant Professor, Computer Science, University of VirginiaVerified email at virginia.edu
Nanyun (Violet) PengAssistant Professor, UCLAVerified email at cs.ucla.edu
James ZouStanford UniversityVerified email at stanford.edu
Wei WangLeonard Kleinrock Professor in Computer Science, UCLAVerified email at cs.ucla.edu
Hal Daumé IIIAssociate Professor of Computer Science, University of MarylandVerified email at umiacs.umd.edu
John LangfordMicrosoft Research New YorkVerified email at hunch.net
Liunian Harold LiUCLAVerified email at cs.ucla.edu
Yichao ZhouUniversity of California, Los AngelesVerified email at g.ucla.edu
Scott Wen-tau YihFacebook AI ResearchVerified email at fb.com
Carlo ZanioloProfessor of Computer Science, University of California, Los AngelesVerified email at cs.ucla.edu
Shyam UpadhyayResearch Scientist, GoogleVerified email at google.com
Da YinPhD Student, UCLAVerified email at cs.ucla.edu

Kai-Wei Chang

Assistant Professor, UCLA

Verified email at kwchang.net - Homepage

Natural Language Processing Machine Learning Structured Prediction Algorithmic Fairness


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LIBLINEAR: A library for large linear classification RE Fan, KW Chang, CJ Hsieh, XR Wang, CJ Lin the Journal of machine Learning research 9, 1871-1874, 2008	8428	2008
Man is to computer programmer as woman is to homemaker? debiasing word embeddings T Bolukbasi, KW Chang, JY Zou, V Saligrama, AT Kalai Advances in neural information processing systems, 4349-4357, 2016	1148	2016
A dual coordinate descent method for large-scale linear SVM CJ Hsieh, KW Chang, CJ Lin, SS Keerthi, S Sundararajan Proceedings of the 25th international conference on Machine learning, 408-415, 2008	1018	2008
Training and testing low-degree polynomial data mappings via linear SVM YW Chang, CJ Hsieh, KW Chang, M Ringgaard, CJ Lin The Journal of Machine Learning Research 99, 1471-1490, 2010	456	2010
Men also like shopping: Reducing gender bias amplification using corpus-level constraints J Zhao, T Wang, M Yatskar, V Ordonez, KW Chang EMNLP, 2017	356	2017
Coordinate descent method for large-scale l2-loss linear support vector machines KW Chang, CJ Hsieh, CJ Lin The Journal of Machine Learning Research 9, 1369-1398, 2008	275	2008
A comparison of optimization methods and software for large-scale l1-regularized linear classification GX Yuan, KW Chang, CJ Hsieh, CJ Lin The Journal of Machine Learning Research 9999, 3183-3234, 2010	263	2010
Generating natural language adversarial examples M Alzantot, Y Sharma, A Elgohary, BJ Ho, M Srivastava, KW Chang EMNLP, 2018	239	2018
Large linear classification when data cannot fit in memory HF Yu, CJ Hsieh, KW Chang, CJ Lin Proceedings of the 16th ACM SIGKDD international conference on Knowledge …, 2010	189	2010
Gender bias in coreference resolution: Evaluation and debiasing methods J Zhao, T Wang, M Yatskar, V Ordonez, KW Chang NAACL, 2018	176	2018
Typed tensor decomposition of knowledge bases for relation extraction KW Chang, W Yih, B Yang, C Meek Proceedings of the 2014 Conference on Empirical Methods in Natural Language …, 2014	173	2014
Learning to search better than your teacher KW Chang, A Krishnamurthy, A Agarwal, H Daumé III, J Langford ICML, 2015	166	2015
A sequential dual method for large scale multi-class linear SVMs SS Keerthi, S Sundararajan, KW Chang, CJ Hsieh, CJ Lin Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008	154	2008
Visualbert: A simple and performant baseline for vision and language LH Li, M Yatskar, D Yin, CJ Hsieh, KW Chang arXiv preprint arXiv:1908.03557, 2019	145	2019
Learning gender-neutral word embeddings J Zhao, Y Zhou, Z Li, W Wang, KW Chang EMNLP, 2018	134	2018
Gender bias in contextualized word embeddings J Zhao, T Wang, M Yatskar, R Cotterell, V Ordonez, KW Chang Proceedings of the 2019 Conference of the North American Chapter of the …, 2019	100	2019
Mitigating gender bias in natural language processing: Literature review T Sun, A Gaut, S Tang, Y Huang, M ElSherief, J Zhao, D Mirza, E Belding, ... ACL, 2019	79	2019
Co-training Embeddings of Knowledge Graphs and Entity Descriptions for Cross-lingual Entity Alignment M Chen, Y Tian, KW Chang, S Skiena, C Zaniolo IJCAI, 2018	76	2018
Multi-Relational Latent Semantic Analysis KW Chang, W Yih, C Meek EMNLP, 2013	76	2013
A Constrained Latent Variable Model for Coreference Resolution KW Chang, R Samdani, D Roth EMNLP, 2013	66	2013

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