probing analysis

On the Importance of Data Size in Probing Fine-tuned Models ACL 2022 On the Role of Pre-trained Language Models in Word Ordering: A Case Study with BART COLING 2022 Post-hoc analysis of Arabic transformer models EMNLP 2022 Probing for Predicate Argument Structures in Pretrained Language Models ACL 2022 Probing for the Usage of Grammatical Number ACL 2022 Probing for Understanding of English Verb Classes and Alternations in Large Pre-trained Language Models EMNLP 2022 Probing speech emotion recognition transformers for linguistic knowledge Interspeech 2022 Probing the representations of named entities in Transformer-based Language Models EMNLP 2022 DirectProbe: Studying Representations without Classifiers NAACL 2021 Do Language Models Know the Way to Rome? EMNLP 2021 Investigating Negation in Pre-trained Vision-and-language Models EMNLP 2021 Probing Across Time: What Does RoBERTa Know and When? EMNLP 2021 Probing Word Translations in the Transformer and Trading Decoder for Encoder Layers NAACL 2021 Syntactic Perturbations Reveal Representational Correlates of Hierarchical Phrase Structure in Pretrained Language Models ACL 2021 To what extent do human explanations of model behavior align with actual model behavior? EMNLP 2021 What BERTs and GPTs know about your brand? Probing contextual language models for affect associations NAACL 2021 Classifier Probes May Just Learn from Linear Context Features COLING 2020 Exploring Span Representations in Neural Coreference Resolution EMNLP 2020 How does BERT’s attention change when you fine-tune? An analysis methodology and a case study in negation scope ACL 2020 Probing for Referential Information in Language Models ACL 2020 Probing Neural Dialog Models for Conversational Understanding ACL 2020 Do NLP Models Know Numbers? Probing Numeracy in Embeddings EMNLP 2019 How Pre-trained Word Representations Capture Commonsense Physical Comparisons EMNLP 2019 Probing Neural Network Comprehension of Natural Language Arguments ACL 2019 Probing Word and Sentence Embeddings for Long-distance Dependencies Effects in French and English ACL 2019