NLP Group @ Imperial College London

The NLP Group at Imperial College London is at the forefront of developing machine learning algorithms for language understanding and generation. Our research takes a holistic approach, combining language with various types of information to create models that are more comprehensive and effective. By integrating textual context with knowledge from images, videos, audio recordings, sensor data, metadata, and knowledge bases, we push the boundaries of what’s possible in NLP.

At the core of our work is machine learning, and we focus on a wide range of areas including large language models (LLMs), robustness and generalisation, LLM reasoning, LLM agents, language generation, machine translation, text adaptation, transfer learning for language, NLP for health and sustainable development, quality evaluation and estimation, and language learning applications.

Topics we work on in NLP

• LLM Reasoning & Agents
• Natural Language Inference
• Robustness & Generalisation
• Explainability in NLP
• NLP for Healthcare