conftrace_

model ablation

8 papers

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Co-occurring keywords

neuron analysis (32) attention mechanism (4001) model compression (3302) backdoor scanning (1) unlearning-based model ablation (1) dynamic trigger optimization (1) latent space direction (2) pretrained language model (1030) feature analysis (30) model interpretation (93)

Papers

SOM Directions Are Better than One: Multi-Directional Refusal Suppression in Language Models AAAI 2026
The LLM Language Network: A Neuroscientific Approach for Identifying Causally Task-Relevant Units NAACL 2025
UMA: Facilitating Backdoor Scanning via Unlearning-Based Model Ablation AAAI 2024
Are Language Models Actually Useful for Time Series Forecasting? NIPS 2024
cs60075_team2 at SemEval-2021 Task 1 : Lexical Complexity Prediction using Transformer-based Language Models pre-trained on various text corpora IJCNLP 2021
Not all parameters are born equal: Attention is mostly what you need EMNLP 2021
What Is One Grain of Sand in the Desert? Analyzing Individual Neurons in Deep NLP Models AAAI 2019
NeuroX: A Toolkit for Analyzing Individual Neurons in Neural Networks AAAI 2019