M. V. Hariharan

Semantic Mastery: Enhancing LLMs with Advanced Natural Language Understanding

2025 · arXiv (Cornell University)

Large language models (LLMs) have greatly improved their capability in performing NLP tasks. However, deeper semantic understanding, contextual coherence, and more subtle reasoning are still difficult to obtain. The paper discusses state-of-the-art methodologies that advance …