Artigos com autorizações de acesso público - Haw-Shiuan ChangSaiba mais
9 artigos disponíveis publicamente
Active bias: Training more accurate neural networks by emphasizing high variance samples
HS Chang, E Learned-Miller, A McCallum
Advances in Neural Information Processing Systems 30, 2017
Autorizações: US National Science Foundation, US Department of Defense
Inorganic materials synthesis planning with literature-trained neural networks
E Kim, Z Jensen, A van Grootel, K Huang, M Staib, S Mysore, HS Chang, ...
Journal of chemical information and modeling 60 (3), 1194-1201, 2020
Autorizações: US National Science Foundation, US Department of Energy, US Department of …
Distributional Inclusion Vector Embedding for Unsupervised Hypernymy Detection
HS Chang, ZY Wang, L Vilnis, A McCallum
Proceedings of the 2018 Conference of the North American Chapter of the …, 2018
Autorizações: US National Science Foundation, US Department of Defense
Active learning for crowdsourced QoE modeling
HS Chang, CF Hsu, T Hoßfeld, KT Chen
IEEE Transactions on Multimedia 20 (12), 3337-3352, 2018
Autorizações: German Research Foundation
Using error decay prediction to overcome practical issues of deep active learning for named entity recognition
HS Chang, S Vembu, S Mohan, R Uppaal, A McCallum
Machine Learning 109, 1749-1778, 2020
Autorizações: US National Science Foundation, Chan Zuckerberg Initiative
Softmax bottleneck makes language models unable to represent multi-mode word distributions
HS Chang, A McCallum
Proceedings of the 60th Annual Meeting of the Association for Computational …, 2022
Autorizações: US National Science Foundation, US Department of Defense, Chan Zuckerberg …
Extending multi-sense word embedding to phrases and sentences for unsupervised semantic applications
HS Chang, A Agrawal, A McCallum
Proceedings of the AAAI Conference on Artificial Intelligence 35 (8), 6956-6965, 2021
Autorizações: US National Science Foundation, Chan Zuckerberg Initiative
To Copy, or not to Copy; That is a Critical Issue of the Output Softmax Layer in Neural Sequential Recommenders
HS Chang, N Agarwal, A McCallum
Proceedings of the 17th ACM International Conference on Web Search and Data …, 2024
Autorizações: Chan Zuckerberg Initiative
Unsupervised Partial Sentence Matching for Cited Text Identification
K Ricci, HS Chang, P Goyal, A McCallum
ACL Proceedings of the Third Workshop on Scholarly Document Processing, 2022
Autorizações: US National Science Foundation, Chan Zuckerberg Initiative
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