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Extract, Denoise, and Enforce: Evaluating and Predicting Lexical Constraints for Conditional Text Generation


Apr 18, 2021
Yuning Mao, Wenchang Ma, Deren Lei, Xiang Ren


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Learning to Reason in Round-based Games: Multi-task Sequence Generation for Purchasing Decision Making in First-person Shooters


Aug 12, 2020
Yilei Zeng, Deren Lei, Beichen Li, Gangrong Jiang, Emilio Ferrara, Michael Zyda

* 16th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE-20) 

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Learning Collaborative Agents with Rule Guidance for Knowledge Graph Reasoning


May 01, 2020
Deren Lei, Gangrong Jiang, Xiaotao Gu, Kexuan Sun, Yuning Mao, Xiang Ren


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Deep Reinforcement Learning with Distributional Semantic Rewards for Abstractive Summarization


Sep 10, 2019
Siyao Li, Deren Lei, Pengda Qin, William Yang Wang

* EMNLP 2019 

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Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing


Mar 06, 2019
Wenhan Xiong, Jiawei Wu, Deren Lei, Mo Yu, Shiyu Chang, Xiaoxiao Guo, William Yang Wang

* NAACL 2019 

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Implicit Regularization of Stochastic Gradient Descent in Natural Language Processing: Observations and Implications


Nov 01, 2018
Deren Lei, Zichen Sun, Yijun Xiao, William Yang Wang


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