Lin Yuan

Improving Natural Language Understanding for LLMs via Large-Scale Instruction Synthesis

2025 · arXiv (Cornell University)

High-quality, large-scale instructions are crucial for aligning large language models (LLMs), however, there is a severe shortage of instruction in the field of natural language understanding (NLU). Previous works on constructing NLU instructions mainly focus …