Research output per year
Research output per year
Prof
EH14 4AS
United Kingdom
Accepting PhD Students
PhD projects
Generative AI ; Natural Language Processing;
Conversational AI; Multimodal Interfaces; Interactive Robotics;
Health applications
Willing to speak to media
Research activity per year
My research involves Artificial Intelligence techniques related to Natural Language Processing (NLP) -- in particular Generative AI for interactive speech systems, robots, and multimodal interfaces. My research focuses on reinforcement learning in spoken dialogue systems, user-adaptive natural language generation, technology-enhanced learning, and Human-Robot Interaction . I have published over 200 peer-reviewed research papers in these areas. I am Director of the Interaction Lab research group and Academic Co-Lead of the National Robotarium.
I am Director of the Interaction Lab in MACS and Academic Co-Lead of the National Robotarium. I joined Heriot-Watt in October 2009. I was previously a Senior Research Fellow at the School of Informatics, University of Edinburgh (2003–2009), and a Senior Project Engineer at the Center for the Study of Language and Information (CSLI) at Stanford University (2000–2002). I hold a PhD from the Centre for Cognitive Science, Edinburgh University, for work in AI and NLP (1996), and a BSc in Mathematics and Philosophy from Manchester University. I was Scientific Coordinator of the EC IST project TALK and Coordinator for the EC FP7 CLASSiC project on machine learning for human-machine interaction. I was also PI of the ESRC/EPSRC Technology Enhanced Learning project "ECHOES2" and site leader of 4 EC FP7 projects. I have been PI on several EPSRC projects, and a Horizon 2020 project on socially intelligent robots (MuMMER project). I was PI of the EC projects SPRING on generative AI (LLMs) for interactive robots in healthcare.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Research output: Contribution to journal › Article › peer-review
Research output: Contribution to journal › Article › peer-review
Lemon, O. (Data Manager) & Cuayahuitl, H. (Creator), Heriot-Watt University, 4 Feb 2016
DOI: 10.17861/6c6de69e-25ea-4836-b443-44b312354fac
Dataset
Novikova, J. (Creator), Rieser, V. (Creator) & Lemon, O. (Creator), Heriot-Watt University, 2016
DOI: 10.17861/f9072c37-3db8-4ddf-9913-aa6f24e61cf0, https://github.com/jeknov/INLG_16_submission
Dataset
Brick, E. R. (Creator), Alonso, V. C. (Creator), O'Brien, C. (Creator), Tong, S. (Creator), Tavernier, E. (Creator), Parekh, A. (Creator), Addlesee, J.-A. (Creator) & Lemon, O. (Creator), Heriot-Watt University, Oct 2021
DOI: 10.17861/787302c0-b24f-4d85-80db-5c8255ff0ee5
Dataset
Rieser, V. (Creator), Gkatzia, D. (Creator) & Lemon, O. (Creator), Heriot-Watt University, 2016
DOI: 10.17861/1412934f-6d78-4214-b8b6-26405f835588
Dataset
Rieser, V. (Recipient) & Lemon, O. (Recipient), 2016
Prize: Prize (including medals and awards)
Lemon, O. (Editorial board member)
Activity: Publication peer-review and editorial work › Editorial activity
Lemon, O. (Editorial board member)
Activity: Publication peer-review and editorial work › Editorial activity
Lemon, O. (Editorial board member)
Activity: Publication peer-review and editorial work › Editorial activity
Lohan, K. S., Lemon, O. & Rajendran, G.
20/03/17
1 Media contribution
Press/Media: Research