Computational approaches to media narrative analysis either miss nuanced storytelling patterns through coarse-grained analysis, or require domain-specific taxonomies that limit scalability. We show joint event and character modeling can address this gap. Details in our #ACL2026 (Main) paper. 🧵1/10

What’s the best way to analyze online discourse on any given topic? Is there a right way to use NLP tools to sift through massive datasets? To find out, we tested several tools across different collaboration settings and report findings in an #ACL2026 (Main) paper: arxiv.org/abs/2408.09030 🧵1/7

Excited to announce that the PolyGloss paper has been accepted to @aclmeeting.bsky.social! Previously, we trained models to help in endangered language documentation workflows by automatically predicting interlinear glosses. But real-world user studies revealed crucial issues...

Can structured inference improve structured prediction with LLMs? BLAST Lab's Matt Pauk has answers! 💡 Read the paper: aclanthology.org/2026.eacl-lo... Find him at #EACL2026 🇲🇦✨ — Poster Session 6, March 27, 11:00–12:30.

We're thrilled to celebrate our own Martha Palmer, who has been appointed to the UN Independent International Scientific Panel on AI! Here's what she had to say: 🧵⬇️

Strong showing from Boulder NLP at #EMNLP2025! 🚀 Come find us at these sessions to discuss morphology, semantics, LLMs, cultural analytics, HCI, and more. See you in Suzhou! 🇨🇳

Now that school is starting for lots of folks, it's time for a new release of Speech and Language Processing! Jim and I added all sorts of material for the August 2025 release! With slides to match! Check it out here: web.stanford.edu/~jurafsky/sl...

Excited to be presenting my work with @teaywright.bsky.social at #COLING2025 next week in Abu Dhabi! Find us in poster session 6/E on Jan 22nd (11 AM in the atrium). Paper: arxiv.org/abs/2412.17427

Our paper was accepted to #COLING! If you work on low-resource MT and have ever found yourself limited to bible data, you might find this interesting.

I'm recruiting 1-2 PhD students to work with me at the University of Colorado Boulder! Looking for creative students with interests in #NLP and #CulturalAnalytics. Boulder is a lovely college town 30 minutes from Denver and 1 hour from Rocky Mountain National Park 😎 Apply by December 15th!

5️⃣ Media Framing through the Lens of Event-Centric Narratives  6th Workshop on Narrative Understanding In-Person Poster Session (Riverfront Hall)  - 15 November 2024 at 15:30 ET aclanthology.org/2024.wnu-1.15/ cc @rohan-das.bsky.social @mlpacheco.bsky.social

4️⃣ Adaptive Question Answering: Enhancing Language Model Proficiency for Addressing Knowledge Conflicts with Source Citations In-Person Poster Session E (Jasmine) - 13 November 2024 at 16:00 ET aclanthology.org/2024.emnlp-m... #EMNLP2024

3️⃣ Can we teach language models to gloss endangered languages? Virtual Poster Session 1 - 12 November 2024 at 15:45 ET aclanthology.org/2024.finding... cc @mginn.bsky.social @alexispalmer.bsky.social #EMNLP2024

2️⃣ Getting The Most Out of Your Training Data: Exploring Unsupervised Tasks for Morphological Inflection In-Person Poster Session B (Riverfront Hall) - 12 November 2024 at 14:00 E aclanthology.org/2024.emnlp-m... cc @adamwiemerslage.bsky.social #EMNLP2024

1️⃣ GlossLM: A Massively Multilingual Corpus and Pretrained Model for Interlinear Glossed Text In-Person Poster Session B (Riverfront Hall) - 12 November 2024 at 14:00 ET aclanthology.org/2024.emnlp-m... cc @mginn.bsky.social @alexispalmer.bsky.social #EMNLP2024

I won't be at #EMNLP2024, but I have two papers that I'm proud of! "Sonnet or Not, Bot? Poetry Evaluation for Large Models and Datasets" aclanthology.org/2024.finding... "The Empirical Variability of Narrative Perceptions of Social Media Texts" aclanthology.org/2024.emnlp-m...

📢 Check out the lineup of papers our students will be showcasing at #EMNLP2024 in Miami next week! 🌴 We'll be presenting new work on morphology, Q&A, and narratives.🔍