Ilya Valmianski

Injecting knowledge into language generation: a case study in auto-charting after-visit care instructions from medical dialogue

2023 · arXiv (Cornell University)

Factual correctness is often the limiting factor in practical applications of natural language generation in high-stakes domains such as healthcare. An essential requirement for maintaining factuality is the ability to deal with rare tokens. This …