Before revision:  We apply our French language models to complex NLP tasks (  natural language inference, parsing, word sense disambiguation) and show that most of the time they outperform other pre-training approaches.
After revision:  We apply our French language models to complex NLP tasks ( text classification, paraphrasing, natural language inference, parsing, word sense disambiguation) and show that most of the time they outperform other pre-training approaches.