Sumit Asthana

Evaluating LLMs for Targeted Concept Simplification for Domain-Specific Texts

One useful application of NLP models is to support people in reading complex text from unfamiliar domains (e.g., scientific articles). Simplifying the entire text makes it understandable but sometimes removes important details. On the contrary, helping adult readers understand difficult concepts in…