Above: video of Thomas Wood presenting Harmony at the Pydata on 27 March 2024
Update: you can download the slides from the presentation here
Link to the meet up: Meetup.com.
I will present our work on Harmony, harmonydata.ac.uk, which is a free online AI research 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.
Fast Data Science is a leading data science consultancy firm providing bespoke machine learning solutions for businesses of all sizes across the globe. With a focus on innovation and collaboration, Fast Data Science empowers businesses to leverage the transformative power of data.
Looking for experts in Natural Language Processing? Post your job openings with us and find your ideal candidate today!
Post a Job
The effects of AI companies training on creative works When AI companies train models on text, video and images from creative industries, the end product is an AI model which can create near-human quality visual designs or copywriting. Many artists have argued the AI companies are exploiting creatives by profiting from their work, while the original creators do not receive any compensation. By flooding the market with low-cost content, AI has driven down rates for human artists, which is threatening creative careers.
What we can do for you
