conftrace_

model ablation

8 papers

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Co-occurring keywords · papers mentioning both

neuron analysis (2) language model (2) attention mechanism (2) model compression (2) feature analysis (1) model interpretation (1) backdoor detection (1) ablation study (1) safety guardrail (1) brain alignment (1)

Papers

SOM Directions Are Better than One: Multi-Directional Refusal Suppression in Language Models AAAI 2026 On the Role of Attention Heads in Large Language Model Safety ICLR 2025 The LLM Language Network: A Neuroscientific Approach for Identifying Causally Task-Relevant Units NAACL 2025 Are Language Models Actually Useful for Time Series Forecasting? NeurIPS 2024 UMA: Facilitating Backdoor Scanning via Unlearning-Based Model Ablation AAAI 2024 Not all parameters are born equal: Attention is mostly what you need EMNLP 2021 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