We are proposing the second workshop on AI & Scientific Discovery at EACL/ACL. The workshop will explore how AI can advance scientific discovery. Please use this Google form to indicate your interest (corrected link): forms.gle/MFcdKYnckNno... More in the 🧵! Please share! #MLSky 🧠

Check out Aldous’ presentation at the poster session!

Excited to present our work at #ACL2025! Come by Poster Session 1 tomorrow, 11:00–12:30 in Hall X4/X5 — would love to chat!

Prompting is our most successful tool for exploring LLMs, but the term evokes eye-rolls and grimaces from scientists. Why? Because prompting as scientific inquiry has become conflated with prompt engineering. This is holding us back. 🧵and new paper with @ari-holtzman.bsky.social .

🚨 New paper alert 🚨 Ever asked an LLM-as-Marilyn Monroe who the US president was in 2000? 🤔 Should the LLM answer at all? We call these clashes Concept Incongruence. Read on! ⬇️ 1/n 🧵

1/n 🚀🚀🚀 Thrilled to share our latest work🔥: HypoEval - Hypothesis-Guided Evaluation for Natural Language Generation! 🧠💬📊 There’s a lot of excitement around using LLMs for automated evaluation, but many methods fall short on alignment or explainability — let’s dive in! 🌊

🧑‍⚖️How well can LLMs summarize complex legal documents? And can we use LLMs to evaluate? Excited to be in Albuquerque presenting our paper this afternoon at @naaclmeeting 2025!

🚀🚀🚀Excited to share our latest work: HypoBench, a systematic benchmark for evaluating LLM-based hypothesis generation methods! There is much excitement about leveraging LLMs for scientific hypothesis generation, but principled evaluations are missing - let’s dive into HypoBench together.

1/n You may know that large language models (LLMs) can be biased in their decision-making, but ever wondered how those biases are encoded internally and whether we can surgically remove them?

New preprint! Metaphors shape how people understand politics, but measuring them (& their real-world effects) is hard. We develop a new method to measure metaphor & use it to study dehumanizing metaphor in 400K immigration tweets Link: bit.ly/4i3PGm3 #NLP #NLProc #polisky #polcom #compsocialsci 🐦🐦

feeling a but under the weather this week … thus an increased level of activity on social media and blog: kyunghyuncho.me/i-sensed-anx...

2x Research Fellows positions on NLP and ML working w wonderful Jing Jiang, Thang Bui and myself + partners in Data61. jobs.anu.edu.au/jobs/researc... Apply by 31 Dec or help spread the words! (more details below)

Check out this podcast for our paper: youtu.be/q7Vrvpc1cPQ?si… (Powered by NotebookLM)

💡Check out our project website for our latest paper! Learn about a new approach to hypothesis generation: 👉 chicagohai.github.io/hypogenic-de...

1/ 🚀 New Paper Alert! Excited to share: Literature Meets Data: A Synergistic Approach to Hypothesis Generation 📚📊! We propose a novel framework combining literature insights & observational data with LLMs for hypothesis generation. Here’s how and why it matters.