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GRILL Lab

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About

The Generalized Representation and Information Learning Lab (GRILL) at the University of Edinburgh focuses on developing methods for machine understanding of natural language text and data. It is part of the Institute for Language, Cognition, and Computation (ILCC), renowned in language technologies and NLP. The lab's research aims at creating algorithms and AI techniques to address complex challenges in machine reasoning, language comprehension, and information retrieval. Utilizing deep neural networks and large language models (LLMs), the lab works on projects related to conversational information seeking, dialogue systems, information extraction, and representation learning. Support for their work comes from notable organizations such as Google, Amazon, and Bloomberg. GRILL Lab recently took part in the Alexa Prize TaskBot Challenge, showcasing their advancements in conversational AI.

Platform

Keywords

machine learning nlp conversational ai ai research language understanding

Task

natural language processing

Features

• machine understanding of natural language

• development of ai algorithms

• focus on machine reasoning and language understanding

• projects in dialogue systems and multi-task information extraction

• support from major tech companies like google and amazon

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