Deren Lei

According to our database, Deren Lei authored at least 10 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

Rui Xu, Mengya Hu, Deren Lei, Yaxi Li, David Lowe, Alex Gorevski, Mingyu Wang, Emily Ching, Alex Deng

CoRR, 2024

SLM Meets LLM: Balancing Latency, Interpretability and Consistency in Hallucination Detection.

Mengya Hu, Rui Xu, Deren Lei, Yaxi Li, Mingyu Wang, Emily Ching, Eslam Kamal, Alex Deng

CoRR, 2024

2023

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

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

CoRR, 2023

2021

Extract, Denoise, and Enforce: Evaluating and Predicting Lexical Constraints for Conditional Text Generation.

Yuning Mao, Wenchang Ma, Deren Lei, Xiang Ren

CoRR, 2021

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

Yuning Mao, Wenchang Ma, Deren Lei, Jiawei Han, Xiang Ren

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

Learning Collaborative Agents with Rule Guidance for Knowledge Graph Reasoning.

Deren Lei, Gangrong Jiang, Xiaotao Gu, Kexuan Sun, Yuning Mao, Xiang Ren

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

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

Yilei Zeng, Deren Lei, Beichen Li, Gangrong Jiang, Emilio Ferrara, Michael Zyda

Proceedings of the Sixteenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2020

2019

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

Wenhan Xiong, Jiawei Wu, Deren Lei, Mo Yu, Shiyu Chang, Xiaoxiao Guo, William Yang Wang

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Deep Reinforcement Learning with Distributional Semantic Rewards for Abstractive Summarization.

Siyao Li, Deren Lei, Pengda Qin, William Yang Wang

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2018

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

Deren Lei, Zichen Sun, Yijun Xiao, William Yang Wang

CoRR, 2018