Hao Cheng
Hao Cheng
Microsoft Research
Verified email at - Homepage
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Domain-specific language model pretraining for biomedical natural language processing
Y Gu*, R Tinn*, H Cheng*, M Lucas, N Usuyama, X Liu, T Naumann, ...
ACM Transactions on Computing for Healthcare (HEALTH) 3 (1), 1-23, 2021
Language models for image captioning: The quirks and what works
J Devlin, H Cheng, H Fang, S Gupta, L Deng, X He, G Zweig, M Mitchell
Annual Meeting of the Association for Computational Linguistics (ACL), 2015
Adversarial training for large neural language models
X Liu, H Cheng, P He, W Chen, Y Wang, H Poon, J Gao
arXiv preprint arXiv:2004.08994, 2020
Bi-directional Attention with Agreement for Dependency Parsing
H Cheng, H Fang, X He, J Gao, L Deng
EMNLP, 2016
Sounding Board: A User-Centric and Content-Driven Social Chatbot
H Fang, H Cheng, M Sap, E Clark, A Holtzman, Y Choi, NA Smith, ...
Conference of the North American Chapter of the Association for …, 2018
Open-Domain Name Error Detection using a Multi-Task RNN
H Cheng, H Fang, M Ostendorf
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2015
Neurips 2020 efficientqa competition: Systems, analyses and lessons learned
S Min, J Boyd-Graber, C Alberti, D Chen, E Choi, M Collins, K Guu, ...
NeurIPS 2020 Competition and Demonstration Track, 86-111, 2021
Sounding board–university of washington’s alexa prize submission
H Fang, H Cheng, E Clark, A Holtzman, M Sap, M Ostendorf, Y Choi, ...
Alexa prize proceedings, 2017
The microsoft toolkit of multi-task deep neural networks for natural language understanding
X Liu, Y Wang, J Ji, H Cheng, X Zhu, E Awa, P He, W Chen, H Poon, ...
arXiv preprint arXiv:2002.07972, 2020
Scalable and sound low-rank tensor learning
H Cheng, Y Yu, X Zhang, E Xing, D Schuurmans
International Conference on Artificial Intelligence and Statistics (AISTATS …, 2016
Convex Two-Layer Modeling
O Aslan, H Cheng, D Schuurmans, X Zhang
Neural Information Processing Systems (NeurIPS), 2013
Characterizing the representer theorem
Y Yu, H Cheng, D Schuurmans, C Szepesvári
International Conference on Machine Learning (ICML), 2013
A dynamic speaker model for conversational interactions
H Cheng, H Fang, M Ostendorf
NAACL, 2019
A Factored Neural Network Model for Characterizing Online Discussions in Vector Space
H Cheng, H Fang, M Ostendorf
EMNLP, 2017
Learning latent local conversation modes for predicting comment endorsement in online discussions
H Fang, H Cheng, M Ostendorf
Proceedings of The Fourth International Workshop on Natural Language …, 2016
Posterior differential regularization with f-divergence for improving model robustness
H Cheng, X Liu, L Pereira, Y Yu, J Gao
NAACL, 2021
UnitedQA: A Hybrid Approach for Open Domain Question Answering
H Cheng, Y Shen, X Liu, P He, W Chen, J Gao
ACL, 2021
Probabilistic Assumptions Matter: Improved Models for Distantly-Supervised Document-Level Question Answering
H Cheng, MW Chang, K Lee, K Toutanova
ACL, 2020
Dialogue State Tracking with a Language Model using Schema-Driven Prompting
CH Lee, H Cheng, M Ostendorf
EMNLP, 2021
Approximate low-rank tensor learning
Y Yu, H Cheng, X Zhang
NIPS workshop on optimization for machine learning, 2014
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