Hate speech detection. Unfortunately, hateful content is widespread across the web, and it’s hard to detect it without automatic tools. We have developed general-purpose models for hate speech detection, including to classify according to the target community.

Topic classification. With a topic taxonomy tailored for social media, we release datasets and multilingual models for topic classification. With these models, you can filter or analyse content related to specific topics such as sports, science, news, music and 15 others.

Sentiment analysis. Since sentiment analysis is one of the most popular tasks when it comes to social media, we’ve created a separate collection with some of our popular sentiment-related resources, including multilingual models and a unified benchmark for 8 languages 🌍

Sensitive content. In social media we can find sensitive content such as hate speech, conflictual language, drug and sexual-related content, profanity, self-harm or spam. We release a dataset with these categories and models so you can customise your sensitive filters.

SuperTweetEval. This collection contains a benchmark with challenging datasets for NLP tasks in social media such as question answering, topic-based sentiment analysis, emoji prediction or tweet similarity. In addition to the datasets, we release custom models for each task.

TweetNLP. This is definitely our most popular collection 🔥 With millions of downloads every month and over 500 million downloads overall, this collection contains specialised NLP models for sentiment analysis, emotion detection, offensive language identification and more.

Our @cardiffnlp.bsky.social team and collaborators have been releasing amazing NLP models and datasets over the last few years. We've now organised the content as @hf.co collections 🤗

A short thread summarising some of these NLP resources, in particular related to social media! 🧵

Check out MetaphorShare! Over 25 metaphor datasets included so far - and an easy way to share your own datasets with the community! #NAACL2025

Come join us at the 4th Cardiff NLP Workshop! 🤖

2 days with invited talks, tutorials, panels, poster presentations, networking and much more!

Free registration and affordable accommodation options available.

🌐 Website: www.cardiffnlpworkshop.org
✍️ EoI form: forms.gle/AstZ4DHVLQB1...

#coling2025 has officially started! Here @stevenschockaert.bsky.social in the opening session sharing some conference paper acceptance stats 📊

I will be attending #coling2025 in Abu Dhabi next week.

You can find me at the 1st Workshop on Language Models for Low-Resource Languages on Monday (where I will be talking about multilingual language models) or during the main conference - check out the papers to be presented from Cardiff NLP! 👇

📣 Hiring at Cardiff NLP! Both positions with an application deadline on January 3rd and to start from ~April 2025 (flexible).

📚 PhD scholarship: www.findaphd.com/phds/project...

🧑‍🔬 RA/Postdoc: krb-sjobs.brassring.com/TGnewUI/Sear...

Please share!

On my way back to Cardiff ✈️

Had a great time at #EMNLP2024! Thank you all for making it possible and hope to see many of you soon.

Happening now! #CONLL2024 #EMNLP2024

Cardiff NLP at #EMNLP2024! 🌴

Today I'm travelling to Miami for #EMNLP2024 🚂✈️ Looking forward to meeting people from this platform (this is my first post!)

You can find me in some of the presentations below - check out all the papers from Cardiff NLP! 👇