🗣️ CopeNLU will be presenting papers on Explainable AI, Factuality, RAG & more at #ACL2026NLP 📍 Here's where to find us ⤵️ @apepa.bsky.social @rnv.bsky.social @dustinbwright.com @zainmujahid.me @gretawarren.bsky.social @lovhag.bsky.social @saravera.bsky.social @iaugenstein.bsky.social #NLProc #AI

🎉 Our work on attribution in summarization is now accepted to #EMNLP2025 main! 🎉 "Unstructured Evidence Attribution for Long Context Query Focused Summarization" w/ @zainmujahid.me , Lu Wang, @iaugenstein.bsky.social , and @davidjurgens.bsky.social

Our long context summarization dataset is now on 🤗 Huggingface! huggingface.co/datasets/dwr... Use it as a training or a test set for long context query focused summarization! It includes evidence attribution of free-form text spans from the context, making summaries more transparent and reliable!

New preprint: "Unstructured Evidence Attribution for Long Context Query Focused Summarization" We propose *unstructured* evidence attribution for long context summarization and a synthetic dataset called SUnsET which can help models perform this task. Paper link: arxiv.org/abs/2502.14409 Thread ⬇️