Jeff Z. Pan

Exploring the convergence of LLMs and KGs in knowledge management.

New model HyperFormer improves predictions in hyper-relational knowledge graphs.

Archer introduces complex reasoning to enhance text-to-SQL tasks in diverse languages.

HyperMono enhances knowledge graph accuracy using two-stage reasoning and qualifier monotonicity.

MIMEA framework enhances alignment across diverse knowledge graphs.

A new method for improving entity typing accuracy in knowledge graphs.

A study on improving robustness against attacks in language models.

Study reveals effective techniques to enhance multimodal large language models.

A study on how well LLMs function as reliable knowledge bases.

Learn how Multimodal Entity Linking combines text and visuals for better understanding.

Exploring the hurdles faced by language models in complex question answering.