Xiao, Yanghua

Can Large Language Models Understand Real-World Complex Instructions?

He, Q., Zeng, J., Huang, W., Chen, L., Xiao, J., He, Q., Zhou, X., Chen, L., Wang, X., Huang, Y., et al. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 43

Xiezhi: An Ever-Updating Benchmark for Holistic Domain Knowledge Evaluation

Gu, Z., Zhu, X., Ye, H., Zhang, L., Wang, J., Zhu, Y., Jiang, S., Xiong, Z., Li, Z., Wu, W., et al. (2024) · Proceedings of the AAAI Conference on Artificial Intelligence

Topic ModelingNatural Language Processing Techniques

Cited by 28

TravelPlanner: A Benchmark for Real-World Planning with Language Agents

Xie, J., Zhang, K., Chen, J., Zhu, T., Lou, R., Tian, Y., Xiao, Y., & Su, Y. (2024) · arXiv

AI-based Problem Solving and PlanningNatural Language Processing Techniques

Cited by 22

From Persona to Personalization: A Survey on Role-Playing Language Agents

Chen, J., Wang, X., Xu, R., Yuan, S., Zhang, Y., Shi, W., Xie, J., Li, S., Yang, R., Zhu, T., et al. (2024) · arXiv

Speech and dialogue systemsAI in Service Interactions

Cited by 15

KnowledGPT: Enhancing Large Language Models with Retrieval and Storage Access on Knowledge Bases

Wang, X., Yang, Q., Qiu, Y., Liang, J., He, Q., Gu, Z., Xiao, Y., & Wang, W. (2023) · arXiv

Topic ModelingInformation Retrieval and Search Behavior

Cited by 15

Revealing the Barriers of Language Agents in Planning

Xie, J., Zhang, K., Chen, J., Yuan, S., Zhang, K., Zhang, Y., Li, L., & Xiao, Y. (2025) · Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)

Natural Language Processing TechniquesSpeech and dialogue systems

Cited by 11

Small Language Model Can Self-correct

Han, H., Liang, J., Shi, J., He, Q., & Xiao, Y. (2024) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 10

SelfGoal: Your Language Agents Already Know How to Achieve High-level Goals

Yang, R., Chen, J., Zhang, Y., Yuan, S., Chen, A., Richardson, K., Xiao, Y., & Yang, D. (2024) · arXiv

AI-based Problem Solving and PlanningArtificial Intelligence in Games

Cited by 2

LogReasoner: Empowering LLMs with Expert-like Coarse-to-Fine Reasoning for Automated Log Analysis

Ma, L., Li, Y., Yang, W., Zhou, M., Liu, X., Fei, B., Li, S., Sun, X., Jiang, S., & Xiao, Y. (2026) · ACM Transactions on Software Engineering and Methodology

Software System Performance and ReliabilitySoftware Engineering Research

Cited by 0