Привет Гармония! 哈莫尼可以让中英文和谐！ שלום הרמוני Harmony peut aussi harmoniser les instruments en français.
We’re happy to share some exciting news with you. Harmony now supports at least 8 languages: Portuguese, French, German, Spanish, Russian, Chinese, and Hebrew. This means that you can use Harmony to compare and harmonise questionnaire data across studies that are written in different languages.
I evaluated Harmony’s ability to match the GAD-7 in 11 languages to the English version. I found that Harmony was able to achieve >95% AUC for 7 of the 11 non-English languages.
You can follow my working in the experiments repo in our Github.
Harmony is a data harmonisation project that uses Natural Language Processing to help researchers make better use of existing data from different studies by supporting them with the harmonisation of various measures and items used in different studies. Harmony is a collaboration project between Ulster University, University College London, the Universidade Federal de Santa Maria, and Fast Data Science.
Harmony can help you with the following tasks:
• Find the best match for a set of items from a pool of existing questionnaires
• Compare the compatibility of different versions of the same questionnaire
• Translate questionnaire items from one language to another
• Generate harmonised items that capture similar concepts or culturally specific concepts across languages
Harmony is easy to use and accessible online. You can upload your own questionnaires or use the ones available in the Harmony database. You can also choose the language of your input and output items. Harmony will then analyse the semantic similarity and linguistic quality of the items and provide you with a list of possible matches and suggestions for harmonisation.
By supporting multiple languages, Harmony can also help you reach a wider audience and collaborate with researchers from different countries and cultures. Harmony is constantly being updated and improved to provide you with the best service possible.
If you are interested in using Harmony or learning more about it, please visit the Harmony website or contact us. We would love to hear from you and get your feedback on our tool.
The Japanese characters above are pronounced “reiwa” and mean “beautiful harmony”. Reiwa is the name of the current era in the Japanese official calendar, corresponding to Emperor Naruhito’s reign as 126th Emperor of Japan, which began in 2019. The second character, 和, signifies “peaceful” or “harmonious” in both Chinese and Japanese. In Chinese it’s pronounced “hé”, and in Japanese, “wa”, as well as many other pronunciations.
How are research funders reacting to the AI governance vacuum? A recent article by Sense about Science, a leading independent charity that promotes the public interest in sound science and evidence, highlights the growing need for responsible AI governance in research. The article, titled Research funders tackle AI governance vacuum with pragmatic guidance, discusses the alarming gap between the rapid development and adoption of AI tools, and the lack of clear frameworks for their safe and ethical use.
Tech Talk at the AI|DL AI Meetup (London) Artificial Intelligence and Deep Learning for Enterprise Thomas Wood will present the Harmony project at the 19th AI and Deep Learning for Enterprise meetup on 8 October 2024. Topic: Harmony: a free online tool using LLMs for research in psychology and social sciences Speaker: Thomas Wood (Fast Data Science) Description: 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 researchers compare items in questionnaires such as GAD-7 (used to measure anxiety), even when they are written in different languages.
