Deren Lei

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 12

Top Topics

Reinforcement Learning

Knowledge Acquired

Text Generation

Top Venues

EMNLP/IJCNLP (1)

Publications

Deren Lei, Yaxi Li, Mengya Hu, Mingyu Wang, Vincent Yun, Emily Ching, Eslam Kamal
Chain of Natural Language Inference for Reducing Large Language Model Ungrounded Hallucinations. CoRR (2023)
Yuning Mao, Wenchang Ma, Deren Lei, Jiawei Han, Xiang Ren
Extract, Denoise and Enforce: Evaluating and Improving Concept Preservation for Text-to-Text Generation. EMNLP (1) (2021)
Yuning Mao, Wenchang Ma, Deren Lei, Xiang Ren
Extract, Denoise, and Enforce: Evaluating and Predicting Lexical Constraints for Conditional Text Generation. CoRR (2021)
Deren Lei, Gangrong Jiang, Xiaotao Gu, Kexuan Sun, Yuning Mao, Xiang Ren
Learning Collaborative Agents with Rule Guidance for Knowledge Graph Reasoning. CoRR (2020)
Deren Lei, Gangrong Jiang, Xiaotao Gu, Kexuan Sun, Yuning Mao, Xiang Ren
Learning Collaborative Agents with Rule Guidance for Knowledge Graph Reasoning. EMNLP (1) (2020)
Yilei Zeng, Deren Lei, Beichen Li, Gangrong Jiang, Emilio Ferrara, Michael Zyda
Learning to Reason in Round-Based Games: Multi-Task Sequence Generation for Purchasing Decision Making in First-Person Shooters. AIIDE (2020)
Yilei Zeng, Deren Lei, Beichen Li, Gangrong Jiang, Emilio Ferrara, Michael Zyda
Learning to Reason in Round-based Games: Multi-task Sequence Generation for Purchasing Decision Making in First-person Shooters. CoRR (2020)
Wenhan Xiong, Jiawei Wu, Deren Lei, Mo Yu, Shiyu Chang, Xiaoxiao Guo, William Yang Wang
Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing. NAACL-HLT (1) (2019)
Siyao Li, Deren Lei, Pengda Qin, William Yang Wang
Deep Reinforcement Learning with Distributional Semantic Rewards for Abstractive Summarization. CoRR (2019)
Siyao Li, Deren Lei, Pengda Qin, William Yang Wang
Deep Reinforcement Learning with Distributional Semantic Rewards for Abstractive Summarization. EMNLP/IJCNLP (1) (2019)
Wenhan Xiong, Jiawei Wu, Deren Lei, Mo Yu, Shiyu Chang, Xiaoxiao Guo, William Yang Wang
Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing. CoRR (2019)
Deren Lei, Zichen Sun, Yijun Xiao, William Yang Wang
Implicit Regularization of Stochastic Gradient Descent in Natural Language Processing: Observations and Implications. CoRR (2018)