NLI Data Sanity Check: Assessing the Effect of Data Corruption on Model Performance

Aarne Talman, Marianna Apidianaki, Stergios Chatzikyriakidis +1

Pre-trained neural language models give high performance on natural language inference (NLI) tasks. But whether they actually understand the meaning of the processed sequences rema…