large language models

IntroductionThe sphere of natural language processing (NLP) and language models has experienced a remarkable transformation in recent times, propelled by the arrival of powerful large language models (LLMs) like GPT-4, PaLM, and Llama. These...

Large Language Models (LLMs) are revolutionizing how we process and generate language, but they're imperfect. Similar to humans might see shapes in clouds or faces on the moon, LLMs can even ‘hallucinate,' creating information...

When a human-AI conversation involves many rounds of continuous dialogue, the powerful...

Machine learning (ML) is a robust technology that may solve complex problems and deliver customer value. Nonetheless, ML models are difficult to develop and deploy. They need a variety of expertise, resources, and coordination....

Your every day to-do list is probably going pretty straightforward: wash the...

Explaining the behavior of trained neural networks stays a compelling puzzle, especially...

This semester, students and postdocs across MIT were invited to submit ideas...