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Deren Lei

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

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Oct 09, 2023
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Extract, Denoise, and Enforce: Evaluating and Predicting Lexical Constraints for Conditional Text Generation

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Apr 18, 2021
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Learning to Reason in Round-based Games: Multi-task Sequence Generation for Purchasing Decision Making in First-person Shooters

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Aug 12, 2020
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Learning Collaborative Agents with Rule Guidance for Knowledge Graph Reasoning

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May 01, 2020
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Deep Reinforcement Learning with Distributional Semantic Rewards for Abstractive Summarization

Sep 10, 2019
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Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing

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Mar 06, 2019
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Implicit Regularization of Stochastic Gradient Descent in Natural Language Processing: Observations and Implications

Nov 01, 2018
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