Yin, Dawei

A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models

Fan, W., Ding, Y., Ning, L., Wang, S., Li, H., Yin, D., Chua, T.-S., & Li, Q. (2024) · Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining

Topic ModelingInformation Retrieval and Search Behavior

Cited by 827

Explainability for Large Language Models: A Survey

Zhao, H., Chen, H., Yang, F., Liu, N., Deng, H., Cai, H., Wang, S., Yin, D., & Du, M. (2024) · ACM Transactions on Intelligent Systems and Technology

Explainable Artificial Intelligence (XAI)Topic Modeling

Cited by 681

Disentangled Contrastive Collaborative Filtering

Ren, X., Xia, L., Zhao, J., Yin, D., & Huang, C. (2023) · Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval

Recommender Systems and TechniquesAdvanced Graph Neural Networks

Cited by 171

Tool Learning in the Wild: Empowering Language Models as Automatic Tool Agents

Shi, Z., Gao, S., Yan, L., Feng, Y., Chen, X., Chen, Z., Yin, D., Verberne, S., & Ren, Z. (2025) · Proceedings of the ACM on Web Conference 2025

Topic ModelingNatural Language Processing Techniques

Cited by 21

Retrieval Models Aren't Tool-Savvy: Benchmarking Tool Retrieval for Large Language Models

Shi, Z., Wang, Y., Yan, L., Ren, P., Wang, S., Yin, D., & Ren, Z. (2025) · arXiv

Information Retrieval and Search BehaviorTopic Modeling

Cited by 7

Generative Retrieval for Book Search

Tang, Y., Zhang, R., Guo, J., de Rijke, M., Liu, S., Wang, S., Yin, D., & Cheng, X. (2025) · Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1

Information Retrieval and Search BehaviorTopic Modeling

Cited by 5

VeriCite: Towards Reliable Citations in Retrieval-Augmented Generation via Rigorous Verification

Qian, H., Fan, Y., Guo, J., Zhang, R., Chen, Q., Yin, D., & Cheng, X. (2025) · arXiv

Topic ModelingMultimodal Machine Learning Applications

Cited by 4