Powerful Language Model

Powerful language models (LLMs) are large neural networks trained on massive text datasets, aiming to generate human-quality text and understand nuanced language. Current research focuses on improving their robustness against adversarial attacks (e.g., jailbreaking), enhancing their reliability through self-healing mechanisms and addressing privacy concerns related to data usage. These models are being evaluated across diverse benchmarks, including those assessing mathematical and linguistic understanding in various languages, and their capabilities are being explored in diverse fields like classical philology and STEM education, highlighting their significant impact on both scientific understanding and practical applications.

Papers