conftrace_

layer-wise analysis

34 papers

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Co-occurring keywords · papers mentioning both

large language model (6) mechanistic interpretability (4) layer analysis (4) internal representation (3) neural network (3) feature attribution (3) attention mechanism (3) representation learning (3) language model (2) supervised fine-tuning (2)

Papers

Where Does Linguistic Information Emerge in Neural Language Models? Measuring Gains and Contributions across Layers COLING 2022 Analyzing the Domain Robustness of Pretrained Language Models, Layer by Layer EACL 2021 Ecco: An Open Source Library for the Explainability of Transformer Language Models ACL 2021 Not All Models Localize Linguistic Knowledge in the Same Place: A Layer-wise Probing on BERToids’ Representations EMNLP 2021 Transferable Perturbations of Deep Feature Distributions ICLR 2020 Blackbox Meets Blackbox: Representational Similarity & Stability Analysis of Neural Language Models and Brains ACL 2019 LISA: Explaining Recurrent Neural Network Judgments via Layer-wIse Semantic Accumulation and Example to Pattern Transformation EMNLP 2018 Portable, layer-wise task performance monitoring for NLP models EMNLP 2018 Layer-wise analysis of deep networks with Gaussian kernels NeurIPS 2010