Emily Cheng

4 papers · 2023–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (11) 🐝 Cross-Pollinator (15) 🏆 Keyword Champion (2)

Conferences

ACL (2) EMNLP (1) ICLR (1)

Top co-authors

Lei Yu (2) Marco Baroni (2) Corentin Kervadec (2) Thomas Jiralerspong (1) Alessandro Laio (1) Jin Hwa Lee (1) Iuri Macocco (1) Mathieu Rita (1) Yoshua Bengio (1) Thierry Poibeau (1)

Keywords

representation learning (2) intrinsic dimension (2) language model (2) geometric analysis (2) neural agent (1) neural network (1) multi-agent system (1) information theory (1) language game (1) imitation learning (1) semantic analysis (1) emergent communication (1)

Papers

Geometric Signatures of Compositionality Across a Language Model’s Lifetime ACL 2025

Emergence of a High-Dimensional Abstraction Phase in Language Transformers ICLR 2025

On the Correspondence between Compositionality and Imitation in Emergent Neural Communication ACL 2023

Bridging Information-Theoretic and Geometric Compression in Language Models EMNLP 2023