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Kai-Wei Chang
Kai-Wei Chang
Associate 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
91942008
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
21422016
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
11082008
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
6702019
Men also like shopping: Reducing gender bias amplification using corpus-level constraints
J Zhao, T Wang, M Yatskar, V Ordonez, KW Chang
EMNLP, 2017
6512017
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
5922010
Generating natural language adversarial examples
M Alzantot, Y Sharma, A Elgohary, BJ Ho, M Srivastava, KW Chang
EMNLP, 2018
5632018
Gender bias in coreference resolution: Evaluation and debiasing methods
J Zhao, T Wang, M Yatskar, V Ordonez, KW Chang
NAACL, 2018
4272018
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
3162008
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
2862010
Learning gender-neutral word embeddings
J Zhao, Y Zhou, Z Li, W Wang, KW Chang
EMNLP, 2018
2832018
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
2772019
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
2302019
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
2132014
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
2112010
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
2012019
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
1922019
Learning to search better than your teacher
KW Chang, A Krishnamurthy, A Agarwal, H Daumé III, J Langford
ICML, 2015
1832015
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
1702008
A Transformer-based Approach for Source Code Summarization
W Uddin Ahmad, S Chakraborty, B Ray, KW Chang
ACL, 2020
156*2020
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Artiklar 1–20