Toni J.b. Liu

5 papers · 2024–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (13) 🐝 Cross-Pollinator (15) ❓ The Questioner

Conferences

ICLR (3) EMNLP (2)

Top co-authors

Christopher Earls (4) Nicolas Boulle (4) Raphaël Sarfati (4) Haley Moller (1) Tao Yu (1) Christopher De Sa (1) Albert Tseng (1)

Keywords

large language model (2) in-context learning (1) authorship attribution (1) dynamical system (1) language model (1) latent space (1) physical law (1) physical modeling (1) literary style (1) prompt embedding (1) representation learning (1) neural scaling law (1)

Papers

What’s in a prompt? Language models encode literary style in prompt embeddings EMNLP 2025

Density estimation with LLMs: a geometric investigation of in-context learning trajectories ICLR 2025

Lines of Thought in Large Language Models ICLR 2025

LLMs learn governing principles of dynamical systems, revealing an in-context neural scaling law EMNLP 2024

Shadow Cones: A Generalized Framework for Partial Order Embeddings ICLR 2024