Update: you can download the slides from the presentation here
Topic: NLP and generative models for psychology research
Thomas Wood will present our work on Harmony, harmonydata.ac.uk, which is a free online tool that uses generative AI and LLMs to help psychologists analyse datasets. It uses Python, Pandas and HuggingFace Sentence Transformers to find similarities between questionnaires.
Psychologists and social scientists often have to match items in different questionnaires, such as “I often feel anxious” and “Feeling nervous, anxious or afraid”.
This is called harmonisation.
Harmonisation is a time consuming and subjective process.
Going through long PDFs of questionnaires and putting the questions into Excel is no fun.
We’ve been working on an open source Python library and free web tool called Harmony which uses natural language processing and generative AI models to help researchers harmonise questionnaire items, even in different languages.
📅 Date: 2 July 2024
🕘 Time: 7pm
🏢 Where: EC4R 3AD
Harmony is an Official Partner of AI UK 2025 We are delighted to announce that Harmony is an Official Partner of AI UK 2025, the UK’s premier showcase for data science and artificial intelligence, hosted by The Alan Turing Institute. 📅 Date: 17-18 March 2025 📍 Location: Queen Elizabeth II Centre, Westminster, London At Harmony, we are pioneering AI-driven data harmonisation, enabling researchers to compare and integrate questionnaire data across diverse studies.
Help us design the next phase of Harmony and win up to £300 in vouchers! Search and Results UX/UI Challenge Harmony is a platform for researchers to help them discover and compare complex meta-data across different academic studies. The project is a collaboration between University College London (UCL), The University of Ulster, and Fast Data Science and has been funded by the Economic and Social Research Council (ESRC) and by Wellcome as part of the Wellcome Data Prize in Mental Health.
