Emulating human ability to understand and generate natural language.
Speaking the language of tomorrow
The PUG lab investigates advanced and transformational applications of natural language processing (NLP), one of the most thriving areas in artificial intelligence and data science. With expertise strongly founded in machine and deep learning, and platforms such as Scikit-learn, TensorFlow and PyTorch, our researchers are driving significant breakthroughs and transformative solutions for governments, industry and society.
We collaborate extensively with industry so that our research has true exponential impact. Our lab has developed software for a diversity of purposes, including named-entity recognition for low-resource languages and clinical domains, sequential topic modelling and evolution, taxonomy extraction and taxonomy-augmented document classification, machine translation and automatic post-editing with low-resource languages, extractive summarisation and automated question answering.
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