Author

Deren Lei

Observed name: Lei, Deren

Observed institutions: University of Southern California, IBM (United States), University of California, Santa Barbara, Meta (United Kingdom)

OpenAlex ID: A5087270153

Learning Collaborative Agents with Rule Guidance for Knowledge Graph Reasoning

2020 · Deren Lei, Gangrong Jiang, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 64

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

2019 · Wenhan Xiong, Jiawei Wu, et al. · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 57

Deep Reinforcement Learning with Distributional Semantic Rewards for Abstractive Summarization

2019 · Siyao Li, Deren Lei, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 42

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InvisMark: Invisible and Robust Watermarking for AI-generated Image Provenance

2025 · Rui Xu, Mengya Hu, et al. · IEEE Winter Conference on Applications of Computer Vision · 25

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

2023 · Lei, Deren, Li, Yaxi, et al. · arXiv (Cornell University) · 10

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

2018 · Lei, Deren, Sun, Zichen, et al. · arXiv (Cornell University) · 7

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FactCG: Enhancing Fact Checkers with Graph-Based Multi-Hop Data

2025 · Deren Lei, Yaxi Li, et al. · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 6

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Learning to Reason in Round-Based Games: Multi-Task Sequence Generation for Purchasing Decision Making in First-Person Shooters

2020 · Yilei Zeng, Deren Lei, et al. · Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment · 4

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Deep Reinforcement Learning with Distributional Semantic Rewards for Abstractive Summarization

2019 · Li, Siyao, Lei, Deren, et al. · arXiv (Cornell University) · 3

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Extract, Denoise and Enforce: Evaluating and Improving Concept Preservation for Text-to-Text Generation

2021 · Yuning Mao, Wenchang Ma, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2

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

2019 · Xiong, Wenhan, Wu, Jiawei, et al. · arXiv (Cornell University) · 2