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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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