conftrace_

layer-wise analysis

30 papers

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Co-occurring keywords

large language model (13587) layer analysis (16) representation learning (6206) language model (4599) internal representation (49) neural language model (255) neural network (6616) feature attribution (280) attention mechanism (4001) supervised fine-tuning (381)

Papers

Not All Models Localize Linguistic Knowledge in the Same Place: A Layer-wise Probing on BERToids’ Representations EMNLP 2021
Blackbox Meets Blackbox: Representational Similarity & Stability Analysis of Neural Language Models and Brains ACL 2019
Portable, layer-wise task performance monitoring for NLP models EMNLP 2018
LISA: Explaining Recurrent Neural Network Judgments via Layer-wIse Semantic Accumulation and Example to Pattern Transformation EMNLP 2018
Layer-wise analysis of deep networks with Gaussian kernels NIPS 2010