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Tom Lieberum

3 papers · 2023–2024 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🐣 Hot Topic Early Bird

Venues

EMNLP (1) ICLR (1) NeurIPS (1)

Top co-authors

Neel Nanda (3) Senthooran Rajamanoharan (2) János Kramár (2) Rohin Shah (2) Lewis Smith (2) Vikrant Varma (2) Arthur Conmy (2) Nicolas Sonnerat (1) Lawrence Chan (1) Jess Smith (1)

Research topics

Artificial Intelligence (3) Deep Learning (3) Machine Learning (3) Architectures (3) Core AI (3) Core Methods (1) Learning Types (1) Optimization & Theory (1)

Keywords

sparse autoencoder (2) learning theory (1) feature learning (1) neural network interpretability (1) model analysis (1) neural network optimization (1) latent representation (1) language model (1) feature decomposition (1) mechanistic interpretability (1) interpretable feature (1) activation decomposition (1) transformer architecture (1) progress measure (1)

Papers

Gemma Scope: Open Sparse Autoencoders Everywhere All At Once on Gemma 2 EMNLP 2024 Improving Sparse Decomposition of Language Model Activations with Gated Sparse Autoencoders NeurIPS 2024 Progress measures for grokking via mechanistic interpretability ICLR 2023