conftrace_

probing analysis

59 papers

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representation learning (6206) language model (4599) large language model (13587) pre-trained language model (1515) pretrained language model (1030) natural language inference (1287) linguistic knowledge (77) model interpretability (519) multilingual model (925) transformer model (1996)

Papers

Exploring Span Representations in Neural Coreference Resolution EMNLP 2020
Probing for Referential Information in Language Models ACL 2020
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
Investigating BERT’s Knowledge of Language: Five Analysis Methods with NPIs IJCNLP 2019
How Pre-trained Word Representations Capture Commonsense Physical Comparisons EMNLP 2019
Do NLP Models Know Numbers? Probing Numeracy in Embeddings EMNLP 2019
Probing sentence embeddings for structure-dependent tense EMNLP 2018
Lexicosyntactic Inference in Neural Models EMNLP 2018