Ren, Ruiyang

A Survey of Large Language Models

Zhao, W. X., Zhou, K., Li, J., Tang, T., Dong, Z., Hou, Y., Zhang, B., Min, Y., Zhang, J., Liu, P., et al. (2026) · Frontiers of Computer Science

Topic ModelingNatural Language Processing Techniques

Cited by 2,093

A Survey of Large Language Models

Zhao, W. X., Zhou, K., Li, J., Tang, T., Wang, X., Hou, Y., Min, Y., Zhang, B., Zhang, J., Dong, Z., et al. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 2,090

Dense Text Retrieval Based on Pretrained Language Models: A Survey

Zhao, W. X., Liu, J., Ren, R., & Wen, J.-R. (2024) · ACM Transactions on Information Systems

Information Retrieval and Search BehaviorTopic Modeling

Cited by 211

The Dawn After the Dark: An Empirical Study on Factuality Hallucination in Large Language Models

Li, J., Chen, J., Ren, R., Cheng, X., Zhao, X., Nie, J.-Y., & Wen, J.-R. (2024) · Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Topic ModelingNatural Language Processing Techniques

Cited by 70

TOME: A Two-stage Approach for Model-based Retrieval

Ren, R., Zhao, W. X., Liu, J., Wu, H., Wen, J.-R., & Wang, H. (2023) · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Information Retrieval and Search BehaviorTopic Modeling

Cited by 14

The Dawn After the Dark: An Empirical Study on Factuality Hallucination in Large Language Models

Li, J., Chen, J., Ren, R., Cheng, X., Zhao, W. X., Nie, J.-Y., & Wen, J.-R. (2024) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 10

SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis

Sun, S., Song, H., Wang, Y., Ren, R., Jiang, J., Zhang, J., Bai, F., Deng, J., Zhao, X., Liu, Z., et al. (2025) · Findings of the Association for Computational Linguistics: EMNLP 2025

Information Retrieval and Search BehaviorTopic Modeling

Cited by 2

Rag-star: Enhancing deliberative reasoning with retrieval augmented verification and refinement

Jiang, J., Chen, J., Li, J., Ren, R., Wang, S., Zhao, W. X., Song, Y., & Zhang, T. (2024) · arXiv

Topic ModelingInformation Retrieval and Search Behavior

Cited by 1