Advanced Pragmatic Techniques and Specialized Topics in NLP
摘要
Pragmatic analysis in NLP delves into understanding language in context. It goes beyond the literal meanings of words to interpret the intended message. Pragmatic analysis aims to discern the correct speaker’s intent and the social or situational context from the input speech or text, taking into account factors such as speaker intent, tone, and the listener’s perspective. Pragmatic analysis is essential for almost every serious NLP task, including more common ones like sentiment analysis, chatbot development, and conversational AI. In short, pragmatic analysis is responsible for the accurate interpretation of spoken or written text while considering the contexts of both leister and speaker.