Kai-Wei Chang

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Cho-Jui HsiehUniversity of California, Los AngelesDirección de correo verificada de cs.ucla.edu
Nanyun (Violet) PengAssociate Professor, UCLADirección de correo verificada de cs.ucla.edu
Wasi Uddin AhmadSenior Research Scientist, NVIDIADirección de correo verificada de ucla.edu
Jieyu ZhaoAssistant Professor at USCDirección de correo verificada de usc.edu
Chih-Jen LinDistinguished professor, National Taiwan University and affiliated professor, MBZUAIDirección de correo verificada de csie.ntu.edu.tw
Liunian Harold LiUniversity of California, Los AngelesDirección de correo verificada de cs.ucla.edu
Da YinPhD Student, UCLADirección de correo verificada de cs.ucla.edu
Mark YatskarUniversity of PennsylvaniaDirección de correo verificada de cis.upenn.edu
Venkatesh SaligramaAI Professor and Amazon ScholarDirección de correo verificada de bu.edu
Kuan-Hao HuangAssistant Professor, Texas A&M UniversityDirección de correo verificada de tamu.edu
Pan LuStanford UniversityDirección de correo verificada de stanford.edu
Adam Tauman KalaiOpenAIDirección de correo verificada de openai.com
Dan RothProfessor of Computer Science, University of PennsylvaniaDirección de correo verificada de seas.upenn.edu
Yizhou SunProfessor, Computer Science, UCLADirección de correo verificada de cs.ucla.edu
Prem NatarajanCapital One; Amazon; University of Southern California, Information Sciences Institute; Fellow, IEEEDirección de correo verificada de ieee.org
Saikat ChakrabortySenior Researcher at Microsoft ResearchDirección de correo verificada de microsoft.com
Baishakhi RayAssociate Professor, Columbia UniversityDirección de correo verificada de cs.columbia.edu
Vicente OrdóñezAssociate Professor, Computer Science, Rice UniversityDirección de correo verificada de rice.edu
James ZouStanford UniversityDirección de correo verificada de stanford.edu
Aram GalstyanUSC ISI & Amazon AGIDirección de correo verificada de isi.edu

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Kai-Wei Chang

Associate Professor, UCLA

Dirección de correo verificada de kwchang.net - Página principal

Natural Language Processing Machine Learning Vision-Language Trustworthy NLP


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
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	10040	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	3979	2016
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	1976	2019
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	1220	2008
Men also like shopping: Reducing gender bias amplification using corpus-level constraints J Zhao, T Wang, M Yatskar, V Ordonez, KW Chang EMNLP, 2017	1193	2017
Generating natural language adversarial examples M Alzantot, Y Sharma, A Elgohary, BJ Ho, M Srivastava, KW Chang EMNLP, 2018	1085	2018
Gender bias in coreference resolution: Evaluation and debiasing methods J Zhao, T Wang, M Yatskar, V Ordonez, KW Chang NAACL, 2018	1022	2018
Grounded language-image pre-training LH Li, P Zhang, H Zhang, J Yang, C Li, Y Zhong, L Wang, L Yuan, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022	1010	2022
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	750	2010
Unified pre-training for program understanding and generation WU Ahmad, S Chakraborty, B Ray, KW Chang arXiv preprint arXiv:2103.06333, 2021	746	2021
Learn to explain: Multimodal reasoning via thought chains for science question answering P Lu, S Mishra, T Xia, L Qiu, KW Chang, SC Zhu, O Tafjord, P Clark, ... Advances in Neural Information Processing Systems 35, 2507-2521, 2022	742	2022
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	705	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	612	2019
Gpt-gnn: Generative pre-training of graph neural networks Z Hu, Y Dong, K Wang, KW Chang, Y Sun Proceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020	593	2020
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	510	2019
Learning gender-neutral word embeddings J Zhao, Y Zhou, Z Li, W Wang, KW Chang EMNLP, 2018	492	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	463	2019
A Transformer-based Approach for Source Code Summarization W Uddin Ahmad, S Chakraborty, B Ray, KW Chang ACL, 2020	431*	2020
How much can clip benefit vision-and-language tasks? S Shen, LH Li, H Tan, M Bansal, A Rohrbach, KW Chang, Z Yao, ... arXiv preprint arXiv:2107.06383, 2021	422	2021
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	367	2008

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