Even 15-ish years ago when I was in school, the NLP folks viewed probabilistic models with suspicion. NLP treated everyone from our Math department with suspicion and gave them a hard time. It created so many politics that some folks who wanted to do statistical approaches would call themselves CS so that the NLP old guard wouldn't give them a hard time.