📢 Our new paper has landed at the Conference on AI and Law, ICAIL 2025! In this work, we address two key challenges in applying abstractive summarisation to legal case documents: ✔️ Hallucinations in generated summaries ✔️The extreme length of multi-document inputs (1/5)

Had a fantastic time at @bloomberglp.bsky.social’s “Law, Language, and AI Symposium”! Thanks for inviting us to share our recent work on numerical reasoning with language models and engaging in thought-provoking discussions about legal NLP

Six PhD Journeys. One incredible community. Recap our 'Futures in Focus' series and meet our PhD Fellows working at the intersection of ethics and technology! Read their stories ▶️ edin.ac/44t6iQG @shannonvallor.bsky.social @edfuturesinstitute.bsky.social @edinburgh-uni.bsky.social

MMLU-Redux just touched down at #NAACL2025! 🎉 Wish I could be there for our "Are We Done with MMLU?" poster today (9:00-10:30am in Hall 3, Poster Session 7), but visa drama said nope 😅 If anyone's swinging by, give our research some love! Hit me up if you check it out! 👋

“Language plays an important role in enhancing the quality of current AI systems. It is essential for many applications, such as helping people navigate legal processes & providing instructions to LLMs.” Read about @clairebarale.bsky.social's PhD journey in legal reasoning & NLP ▶ edin.ac/4jDgriv