Kai-Wei Chang
Kai-Wei Chang
Assistant Professor, UCLA
Verifierad e-postadress på kwchang.net - Startsida
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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
87292008
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
14482016
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
10422008
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
4972010
Men also like shopping: Reducing gender bias amplification using corpus-level constraints
J Zhao, T Wang, M Yatskar, V Ordonez, KW Chang
EMNLP, 2017
4442017
Generating natural language adversarial examples
M Alzantot, Y Sharma, A Elgohary, BJ Ho, M Srivastava, KW Chang
EMNLP, 2018
3422018
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
2852008
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
2722010
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
2642019
Gender bias in coreference resolution: Evaluation and debiasing methods
J Zhao, T Wang, M Yatskar, V Ordonez, KW Chang
NAACL, 2018
2422018
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
1972010
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
1892014
Learning gender-neutral word embeddings
J Zhao, Y Zhou, Z Li, W Wang, KW Chang
EMNLP, 2018
1802018
Learning to search better than your teacher
KW Chang, A Krishnamurthy, A Agarwal, H Daumé III, J Langford
ICML, 2015
1772015
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
1622008
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
1382019
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
1352019
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
982018
Balanced datasets are not enough: Estimating and mitigating gender bias in deep image representations
T Wang, J Zhao, M Yatskar, KW Chang, V Ordonez
Proceedings of the IEEE International Conference on Computer Vision, 5310-5319, 2019
91*2019
The Woman Worked as a Babysitter: On Biases in Language Generation
E Sheng, KW Chang, P Natarajan, N Peng
Proceedings of the 2019 Conference on Empirical Methods in Natural Language, 2019
832019
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Artiklar 1–20