conftrace_

representational similarity analysis

20 papers

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RSA

Co-occurring keywords

representation learning (6206) neural network (6616) contextualized embedding (193) sentence encoder (49) representational similarity (24) pretrained language encoder (4) word embedding (1764) language encoder (11) neural representation (168) speech processing (479)

Papers

Do Large Language Models Mirror Cognitive Language Processing? COLING 2025
A Representation Level Analysis of NMT Model Robustness to Grammatical Errors ACL 2025
Exploring the Integration of Eye Movement Data on Word Embeddings NAACL 2025
Investigating noun-noun compound relation representations in autoregressive large language models NAACL 2025
The Effective Number of Shared Dimensions Between Paired Datasets AISTATS 2024
CogTaskonomy: Cognitively Inspired Task Taxonomy Is Beneficial to Transfer Learning in NLP ACL 2022
Interpreting Character Embeddings With Perceptual Representations: The Case of Shape, Sound, and Color ACL 2022
Deconfounded Representation Similarity for Comparison of Neural Networks NIPS 2022
Neural Regression, Representational Similarity, Model Zoology & Neural Taskonomy at Scale in Rodent Visual Cortex NIPS 2021
How Familiar Does That Sound? Cross-Lingual Representational Similarity Analysis of Acoustic Word Embeddings EMNLP 2021
When does Further Pre-training MLM Help? An Empirical Study on Task-Oriented Dialog Pre-training EMNLP 2021
Analyzing analytical methods: The case of phonology in neural models of spoken language ACL 2020
Unequal Representations: Analyzing Intersectional Biases in Word Embeddings Using Representational Similarity Analysis COLING 2020
Picking BERT’s Brain: Probing for Linguistic Dependencies in Contextualized Embeddings Using Representational Similarity Analysis COLING 2020
Blackbox Meets Blackbox: Representational Similarity & Stability Analysis of Neural Language Models and Brains ACL 2019
A Neurobiological Evaluation Metric for Neural Network Model Search CVPR 2019
Teacher Guided Architecture Search ICCV 2019
Higher-order Comparisons of Sentence Encoder Representations IJCNLP 2019
Correlating Neural and Symbolic Representations of Language ACL 2019
Higher-order Comparisons of Sentence Encoder Representations EMNLP 2019