Li, Yuan-Fang

Time-LLM: Time Series Forecasting by Reprogramming Large Language Models

Jin, M., Wang, S., Ma, L., Chu, Z., Zhang, J. Y., Shi, X., Chen, P.-Y., Liang, Y., Li, Y.-F., Pan, S., et al. (2023) · arXiv

Time Series Analysis and ForecastingForecasting Techniques and Applications

Cited by 276

Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning

Luo, L., Li, Y.-F., Haffari, G., & Pan, S. (2023) · arXiv

Topic ModelingAdvanced Graph Neural Networks

Cited by 56

Putting the Horse before the Cart: A Generator-Evaluator Framework for Question Generation from Text

Kumar, V., Ramakrishnan, G., & Li, Y.-F. (2019) · Proceedings of the 23rd Conference on Computational Natural Language Learning (CoNLL)

Topic ModelingNatural Language Processing Techniques

Cited by 46

On Robustness of Prompt-based Semantic Parsing with Large Pre-trained Language Model: An Empirical Study on Codex

Zhuo, T. Y., Li, Z., Huang, Y., Shiri, F., Wang, W., Haffari, G., & Li, Y.-F. (2023) · Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics

Natural Language Processing TechniquesTopic Modeling

Cited by 31

Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs

Nguyen, T., Luo, L., Shiri, F., Phung, D., Li, Y.-F., Vu, T.-T., & Haffari, G. (2024) · Findings of the Association for Computational Linguistics ACL 2024

Topic ModelingMultimodal Machine Learning Applications

Cited by 17

Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models

Luo, L., Zhao, Z., Haffari, G., Li, Y.-F., Gong, C., & Pan, S. (2024) · arXiv

Topic ModelingAdvanced Graph Neural Networks

Cited by 8