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Deren Lei

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Chain of Natural Language Inference for Reducing Large Language Model Ungrounded Hallucinations

Oct 09, 2023
Deren Lei, Yaxi Li, Mengya Hu, Mingyu Wang, Vincent Yun, Emily Ching, Eslam Kamal

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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

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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

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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

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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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