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‎assets/images/doxa.png‎

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‎assets/images/harmony-vs-human.png‎

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‎assets/images/women-in-data.png‎

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‎content/en/blog/aidl-meetup.md‎

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## See also our past events
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* 22 November 2024: [Harmony at Women In Data™️ London Chapter](/open-source-for-social-science/women-in-data/)
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* 11 and 12 September 2024: [Harmony at MethodsCon Futures](/ai-in-mental-health/harmony-at-methodscon-futures/
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) in Manchester
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* 2 July 2024: [Harmony: NLP and generative models for psychology research](/open-source-for-social-science/pydata-meetup/) at Pydata London

‎content/en/blog/doxa.md‎

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---
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title: "Harmony online coding competition on DOXA AI"
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categories:
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- "ai-in-research"
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image: "/images/doxa.png"
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date: 2024-10-21
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url: "/doxa/"
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---
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## Harmony on DOXA AI: Train your own Large Language Model and win up to £500 in vouchers!
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We would like to improve Harmony's matching algorithm. Quite often, Harmony mistakenly thinks that sentences are similar when a psychologist would consider them dissimilar, or vice versa. We have evaluated Harmony's performance [in this blog post](/nlp-semantic-text-matching/measuring-the-performance-of-nlp-algorithms/).
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{{< image src="/images/harmony-vs-human.png" alt="Harmony vs Human" >}}
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*Harmony is often misaligned with human evaluators*
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We would like to improve Harmony with a *fine tuned* large language model. We have teamed up with DOXA AI and made an online competition where you can improve on the off-the-shelf LLMs which we are currently using. You can win up to £500 in vouchers! [Click here to join the Harmony matching competition on DOXA AI](https://doxaai.com/competition/harmony-matching).
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{{< grid columns="2" >}}
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{{< card heading="Try competition" copy="Compete on DOXA AI by fine tuning your own large language model and improve Harmony!" url="https://doxaai.com/competition/harmony-matching" >}}
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{{< card heading="Join community" copy="Join the Harmony Discord server. Check out the 🏅「matching-challenge」 channel!" url="https://discord.com/invite/harmonydata" >}}
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{{< /grid >}}
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We will have a livestreamed webinar to launch the competion on **Wednesday 30 October at 5pm UK time**.
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## Webinar joining instructions
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* Harmony and DOXA AI
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* Wednesday, 30 October · 5:00 – 6:00pm
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* Time zone: Europe/London
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* Google Meet joining info
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* Video call link: https://meet.google.com/yko-evnr-ppt
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* Or dial: ‪(GB) +44 20 3956 3849‬ PIN: ‪886 573 117‬#
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* More phone numbers: https://tel.meet/yko-evnr-ppt?pin=7879899599026
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## Prizes
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The prize for the winner of the competition is £500 in vouchers and the runner up will get £250 in vouchers.
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## More information about how Harmony's matching compares to human evaluators
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The Harmony team has recently published a paper in BMC Psychiatry showing that there is a correlation between Harmony's cosine similarity values and human evaluators, but this could be improved:
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* McElroy, E., Wood, T.A., Bond, R., Mulvenna M., Shevlin M., Ploubidis G., Scopel Hoffmann M., Moltrecht B., [Using natural language processing to facilitate the harmonisation of mental health questionnaires: a validation study using real-world data](/ai-in-mental-health/bmc-psychiatry-paper/). BMC Psychiatry 24, 530 (2024). https://doi.org/10.1186/s12888-024-05954-2
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## See other events
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* 22 November 2024: [Harmony at Women In Data™️ London Chapter](/open-source-for-social-science/women-in-data/)
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* 8 October 2024: [Harmony: a free online tool using LLMs for research in psychology and social sciences](/psychology-ai-tool/aidl-meetup/) at AI|DL London
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* 11 and 12 September 2024: [Harmony at MethodsCon Futures](/ai-in-mental-health/harmony-at-methodscon-futures/
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) in Manchester
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* 2 July 2024: [Harmony: NLP and generative models for psychology research](/open-source-for-social-science/pydata-meetup/) at Pydata London
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* 3 June 2024: [Harmony Hackathon](/open-source-for-social-science/hackathon/) at UCL
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* 5 May 2024: [Harmony: A global platform for harmonisation, translation and cooperation in mental health](/ai-in-mental-health/harmony-at-lifecourse-seminar/) at Melbourne Children’s LifeCourse Initiative seminar series.
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* 27 March 2024: [Harmony at AI Camp](/psychology-ai-tool/aicamp-meetup/)
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* 17 August 2023: [Harmony and TIDAL workshop](/ai-in-mental-health/harmony-and-tidal-workshop)

‎content/en/blog/women-in-data.md‎

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---
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title: "Harmony at Women In Data™️"
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categories:
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- "ai-in-research"
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image: "/images/women-in-data.png"
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date: 2024-10-21
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url: "/open-source-for-social-science/women-in-data/"
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---
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## Harmony at Women In Data™️ London Chapter (online event)
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On 22 November, we will present Harmony at Women In Data™️ London Chapter's event on Application of Generative AI and LLMs. Thomas Wood will demonstrate Harmony and how it uses Gen AI. The event will be livestreamed.
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* ⏲️ 25 minutes talk + 10 minutes Q&A
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* 📅 Date: November 22nd 2024, 6:15 pm
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* 📝 [RSVP](https://womenindata.mn.co/posts/69968882?utm_source=manual)
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{{< htmlcode >}}
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<iframe src="https://www.linkedin.com/embed/feed/update/urn:li:share:7253441718715404288" height="1159" width="504" frameborder="0" allowfullscreen="" title="Embedded post"></iframe>
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{{< /htmlcode >}}
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## See also our past events
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* 22 November 2024: [Harmony at Women In Data™️ London Chapter](/open-source-for-social-science/women-in-data/)
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* 8 October 2024: [Harmony: a free online tool using LLMs for research in psychology and social sciences](/psychology-ai-tool/aidl-meetup/) at AI|DL London
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* 11 and 12 September 2024: [Harmony at MethodsCon Futures](/ai-in-mental-health/harmony-at-methodscon-futures/
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) in Manchester
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* 2 July 2024: [Harmony: NLP and generative models for psychology research](/open-source-for-social-science/pydata-meetup/) at Pydata London
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* 3 June 2024: [Harmony Hackathon](/open-source-for-social-science/hackathon/) at UCL
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* 5 May 2024: [Harmony: A global platform for harmonisation, translation and cooperation in mental health](/ai-in-mental-health/harmony-at-lifecourse-seminar/) at Melbourne Children’s LifeCourse Initiative seminar series.
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* 27 March 2024: [Harmony at AI Camp](/psychology-ai-tool/aicamp-meetup/)
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* 17 August 2023: [Harmony and TIDAL workshop](/ai-in-mental-health/harmony-and-tidal-workshop)

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