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neuron analysis

33 papers

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Co-occurring keywords · papers mentioning both

neural network (8) representation learning (7) neural network interpretability (5) large language model (4) language model (4) model interpretability (4) neuron activation (3) causal mediation analysis (3) attention head (3) mechanistic interpretability (3)

Papers

Post-hoc analysis of Arabic transformer models EMNLP 2022 Sparse Interventions in Language Models with Differentiable Masking EMNLP 2022 Analyzing Individual Neurons in Pre-trained Language Models EMNLP 2020 Investigating Gender Bias in Language Models Using Causal Mediation Analysis NeurIPS 2020 Deep Neural Model Inspection and Comparison via Functional Neuron Pathways ACL 2019 NeuroX: A Toolkit for Analyzing Individual Neurons in Neural Networks AAAI 2019 What Is One Grain of Sand in the Desert? Analyzing Individual Neurons in Deep NLP Models AAAI 2019 What Part of the Neural Network Does This? Understanding LSTMs by Measuring and Dissecting Neurons EMNLP 2019