Wang, Shuaiqiang

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

Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents

Sun, W., Yan, L., Ma, X., Wang, S., Ren, P., Chen, Z., Yin, D., & Ren, Z. (2023) · arXiv

Information Retrieval and Search BehaviorTopic Modeling

Cited by 270

Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents

Sun, W., Yan, L., Ma, X., Wang, S., Ren, P., Chen, Z., Yin, D., & Ren, Z. (2023) · Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing

Information Retrieval and Search BehaviorTopic Modeling

Cited by 270

Exploring the Potential of Large Language Models (LLMs)in Learning on Graphs

Chen, Z., Mao, H., Li, H., Jin, W., Wen, H., Wei, X., Wang, S., Yin, D., Fan, W., Liu, H., et al. (2024) · ACM SIGKDD Explorations Newsletter

Advanced Graph Neural NetworksGraph Theory and Algorithms

Cited by 209

Learning to Tokenize for Generative Retrieval

Sun, W., Yan, L., Chen, Z., Wang, S., Zhu, H., Ren, P., Chen, Z., Yin, D., de Rijke, M., & Ren, Z. (2023) · arXiv

Information Retrieval and Search BehaviorTopic Modeling

Cited by 36

Semantic-Enhanced Differentiable Search Index Inspired by Learning Strategies

Tang, Y., Zhang, R., Guo, J., Chen, J., Zhu, Z., Wang, S., Yin, D., & Cheng, X. (2023) · Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining

Information Retrieval and Search BehaviorTopic Modeling

Cited by 29

Towards Verifiable Text Generation with Evolving Memory and Self-Reflection

Sun, H., Cai, H., Wang, B., Hou, Y., Wei, X., Wang, S., Zhang, Y., & Yin, D. (2024) · Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing

Topic ModelingMultimodal Machine Learning Applications

Cited by 8

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

KnowTuning: Knowledge-aware Fine-tuning for Large Language Models

Lyu, Y., Yan, L., Wang, S., Shi, H., Yin, D., Ren, P., Chen, Z., de Rijke, M., & Ren, Z. (2024) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 1