Sparse attention offers a promising strategy to extend long-context capabilities in Transformer LLMs, yet its viability, its efficiency-accuracy trade-offs, and systematic scaling studies remain unexp...

Despite the success of large language models (LLMs) as general-purpose AI tools, their high demand for computational resources make their deployment challenging in many real-world scenarios.

Hosted on the Open Science Framework

Chain of thought reasoning has been used in OpenAI’s new AI model.

Study Informatics: ILCC: Language Processing, Speech Technology, Information Retrieval, Cognition at the University of Edinburgh. Our postgraduate degree programmes focus on natural language processin...