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Posts by Scott A. Hale

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Into the Crossfire: Evaluating the Use of a Language Model to Crowdsource Gun Violence Reports | Proceedings of the ACM on Human-Computer Interaction Gun violence is a pressing human rights issue that affects nearly every dimension of the social fabric, from healthcare and education to psychology and the economy. Reliable data on firearm events is ...

Our paper is out! 🎉

As part of my research at @oii.ox.ac.uk under the supervision of @rocher.lc and @computermacgyver.bsky.social, I built a language model to help human rights analysts crowdsource reports of gun violence.

The paper was recently published at ACM CSCW 👇

dl.acm.org/doi/10.1145/...

5 months ago 4 2 1 0

I'm humbled to have been selected as the next director of @oii.ox.ac.uk . I look forward to working with colleagues and friends to shape the next saga in our department's story

5 months ago 5 0 2 0
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Social media platforms operate globally, but do they allocate human moderation equitably across languages?

Our new WP shows the answer is no:

-Millions of users post in languages with zero moderators
-Where mods exist, mod count relative to content volume varies widely across langs

osf.io/amfws

7 months ago 20 11 2 6

Congratulations, @manueltonneau.bsky.social

8 months ago 1 0 0 0

🏆 Thrilled to share that our HateDay paper has received an Outstanding Paper Award at #ACL2025

Big thanks to my wonderful co-authors: @deeliu97.bsky.social, Niyati, @computermacgyver.bsky.social, Sam, Victor, and @paul-rottger.bsky.social!

Thread 👇and data avail at huggingface.co/datasets/man...

8 months ago 32 7 2 1
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Using #LLMs to improve claim matching and #misinformation response. Come see our poster at #ACL2025NLP now (#430) or read the paper.
aclanthology.org/2025.finding...

8 months ago 6 1 0 0

If you missed this presentation, check out the paper here:
aclanthology.org/2025.acl-lon...

8 months ago 6 1 0 0

Overview of OII #ACL2025 presentations at the link below. Please say hi if you're here
www.oii.ox.ac.uk/news-events/...

8 months ago 3 0 0 0

The worst happened. We were DOGE’d. Our NSF funding is gone.

So now there’s nothing stopping me from sharing Expert Voices Together, a crisis response system for US-based researchers and journalists facing harassment.

It's a true passion project. 🧵 1/

expertvoicestogether.org

11 months ago 1692 772 22 25
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📈Out today in @PNASNews!📈

In a large pre-registered experiment (n=25,982), we find evidence that scaling the size of LLMs yields sharply diminishing persuasive returns for static political messages. 

🧵:

1 year ago 40 20 1 3
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Can we detect #hatespeech at scale on social media?

To answer this, we introduce 🤬HateDay🗓️, a global hate speech dataset representative of a day on Twitter.

The answer: not really! Detection perf is low and overestimated by traditional eval methods

arxiv.org/abs/2411.15462
🧵

1 year ago 31 10 1 7