Jacob A. Matthews

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

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (2) 🌈 Renaissance Researcher (5) 🐝 Cross-Pollinator (15) 🗺️ Taxonomy Completionist (10) 🧭 Keyword Pioneer ❓ The Questioner

Conferences

ACL (1) NAACL (1)

Top co-authors

Marten van Schijndel (2) Imane Terhmina (1) Yunci Sun (1) Laurent Dubreuil (1) Matthew Wilkens (1) John R. Starr (1)

Keywords

contextual word embedding (2) historical linguistics (1) semantic similarity (1) sparse autoencoder (1) subword tokenization (1) pretrained language model (1) diachronic analysis (1) semantic change (1) representational similarity (1) semantic representation (1) orthographic noise (1)

Papers

Disentangling language change: sparse autoencoders quantify the semantic evolution of indigeneity in French NAACL 2025

Semantics or spelling? Probing contextual word embeddings with orthographic noise ACL 2024