conftrace_

linear representation hypothesis

6 papers

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Also known as

LRH

Co-occurring keywords · papers mentioning both

representation space (2) language model (2) linear compressed sensing (1) superposition hypothesis (1) categorical concept (1) counterfactuals (1) generation (1) probe (1) neuro-symbolic logic (1) inference-time debiasing (1)

Papers

How Many Features Can a Language Model Store Under the Linear Representation Hypothesis? COLT 2026 FairSteer: Inference Time Debiasing for LLMs with Dynamic Activation Steering ACL 2025 The Geometry of Categorical and Hierarchical Concepts in Large Language Models ICLR 2025 The Logical Implication Steering Method for Conditional Interventions on Transformer Generation ICML 2025 Recurrent Neural Networks Learn to Store and Generate Sequences using Non-Linear Representations EMNLP 2024 The Linear Representation Hypothesis and the Geometry of Large Language Models ICML 2024