probing classifier

Explaining Translationese: why are Neural Classifiers Better and what do they Learn? EMNLP 2022 Finding Structural Knowledge in Multimodal-BERT ACL 2022 Interpreting Character Embeddings With Perceptual Representations: The Case of Shape, Sound, and Color ACL 2022 Probing Classifiers are Unreliable for Concept Removal and Detection NeurIPS 2022 Probing the representations of named entities in Transformer-based Language Models EMNLP 2022 Probing the Role of Positional Information in Vision-Language Models NAACL 2022 Where Does Linguistic Information Emerge in Neural Language Models? Measuring Gains and Contributions across Layers COLING 2022 Are Neural Networks Extracting Linguistic Properties or Memorizing Training Data? An Observation with a Multilingual Probe for Predicting Tense EACL 2021 Do Language Models Know the Way to Rome? EMNLP 2021 Probing Toxic Content in Large Pre-Trained Language Models ACL 2021 Interpretability and Analysis in Neural NLP ACL 2020 What Does BERT Look at? An Analysis of BERT’s Attention ACL 2019