Articles with public access mandates - Kai-Wei ChangLearn more
Available somewhere: 47
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
Mandates: US National Science Foundation
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
Mandates: US National Science Foundation, US Department of Defense
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
Mandates: US Department of Defense
Multifaceted protein–protein interaction prediction based on Siamese residual RCNN
M Chen, CJT Ju, G Zhou, X Chen, T Zhang, KW Chang, C Zaniolo, ...
Bioinformatics 35 (14), i305-i314, 2019
Mandates: US National Science Foundation, US National Institutes of Health
Automatic perturbation analysis for scalable certified robustness and beyond
K Xu, Z Shi, H Zhang, Y Wang, KW Chang, M Huang, B Kailkhura, X Lin, ...
Advances in Neural Information Processing Systems 33, 1129-1141, 2020
Mandates: US National Science Foundation, US Department of Energy, National Natural …
On difficulties of cross-lingual transfer with order differences: A case study on dependency parsing
WU Ahmad, Z Zhang, X Ma, E Hovy, KW Chang, N Peng
NAACL, 2018
Mandates: US National Science Foundation
What does BERT with vision look at?
LH Li, M Yatskar, D Yin, CJ Hsieh, KW Chang
Proceedings of the 58th annual meeting of the association for computational …, 2020
Mandates: US National Science Foundation, US Department of Defense
Examining Gender Bias in Languages with Grammatical Gender
P Zhou, W Shi, J Zhao, KH Huang, M Chen, R Cotterell, KW Chang
Proceedings of the 2019 Conference on Empirical Methods in Natural Language, 2019
Mandates: US Department of Defense
Defense against adversarial attacks in nlp via dirichlet neighborhood ensemble
Y Zhou, X Zheng, CJ Hsieh, K Chang, X Huang
ACL, 2021
Mandates: US National Science Foundation, National Natural Science Foundation of China
Context Attentive Document Ranking and Query Suggestion
WU Ahmad, KW Chang, H Wang
SIGIR, 2019
Mandates: US National Science Foundation
GATE: Graph Attention Transformer Encoder for Cross-lingual Relation and Event Extraction
WU Ahmad, N Peng, KW Chang
AAAI, 2021
Mandates: US National Science Foundation, US Office of the Director of National …
Gender Bias in Multilingual Embeddings and Cross-Lingual Transfer
J Zhao, S Mukherjee, S Hosseini, KW Chang, AH Awadallah
ACL, 2020
Mandates: US National Science Foundation
Multi-Task Learning for Document Ranking and Query Suggestion
W Ahmad, KW Chang, H Wang
ICLR, 2018
Mandates: US National Science Foundation
Semantic probabilistic layers for neuro-symbolic learning
K Ahmed, S Teso, KW Chang, G Van den Broeck, A Vergari
Advances in Neural Information Processing Systems 35, 29944-29959, 2022
Mandates: US National Science Foundation, US Department of Defense, European Commission
Clinical temporal relation extraction with probabilistic soft logic regularization and global inference
Y Zhou, Y Yan, R Han, JH Caufield, KW Chang, Y Sun, P Ping, W Wang
Proceedings of the AAAI Conference on Artificial Intelligence 35 (16), 14647 …, 2021
Mandates: US National Science Foundation, US Department of Defense, US National …
PolicyQA: A Reading Comprehension Dataset for Privacy Policies
A Ahmad, J Chi, Y Tian, K Chang
Conference on Empirical Methods in Natural Language Processing, 2020
Mandates: US National Science Foundation
A credit assignment compiler for joint prediction
KW Chang, H He, H Daumé III, J Langford, S Ross
NeuRIPS, 2016
Mandates: US National Science Foundation
Integrating topic modeling and word embedding to characterize violent deaths
A Arseniev-Koehler, SD Cochran, VM Mays, KW Chang, JG Foster
Proceedings of the National Academy of Sciences 119 (10), e2108801119, 2022
Mandates: US National Science Foundation, US National Institutes of Health
Pylon: A pytorch framework for learning with constraints
K Ahmed, T Li, T Ton, Q Guo, KW Chang, P Kordjamshidi, V Srikumar, ...
NeurIPS 2021 Competitions and Demonstrations Track, 319-324, 2022
Mandates: US National Science Foundation, US Department of Defense
Cleanclip: Mitigating data poisoning attacks in multimodal contrastive learning
H Bansal, N Singhi, Y Yang, F Yin, A Grover, KW Chang
Proceedings of the IEEE/CVF International Conference on Computer Vision, 112-123, 2023
Mandates: US Department of Defense
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