Dongwoo Kim

Probabilistic Knowledge Graph Construction: Compositional and Incremental Approaches

2016 · arXiv (Cornell University)

Knowledge graph construction consists of two tasks: extracting information from external resources (knowledge population) and inferring missing information through a statistical analysis on the extracted information (knowledge completion). In many cases, insufficient external resources in …

Phi-3 Safety Post-Training: Aligning Language Models with a "Break-Fix" Cycle

2024 · arXiv (Cornell University)

Recent innovations in language model training have demonstrated that it is possible to create highly performant models that are small enough to run on a smartphone. As these models are deployed in an increasing number …