A Primer on Computational Pragmatics
Discussing Context Models, Dialogue Systems, Speech Acts, Implicature, Inference, Reference Resolution, Coreference, & Discourse Analysis
Fellow Nerds, Engineers, and Engineering Nerds!
I am happy to bring forth another treat for you this week. Its A complete Primer on Computational Pragmatics.
Pragmatics, a fundamental branch of linguistics, delves into the ways in which context contributes to meaning. Unlike semantics, which focuses on the inherent meaning of words and sentences, pragmatics considers how language is used in real-world situations. Understanding this distinction is crucial for anyone working with natural language processing (NLP) and artificial intelligence (AI).Â
If you want to find out the next BIG frontier in AI Chatbots and Assistants, it's this! In this article, I aim to explore the fascinating field of computational pragmatics, where the principles of pragmatics intersect with AI. This area of study seeks to equip machines with the ability to understand and interpret human language as effectively as possible, accounting for the nuances of context that make human communication so rich and complex.
The purpose of this deep dive is to shed light on the key research areas within computational pragmatics, discussing both the theoretical underpinnings and the practical applications. From context modelling to dialogue systems and implicature, each topic will be examined to reveal how computational techniques are being leveraged to advance our understanding of language use.
I promise you, this is going to be one of the most thorough primers you have ever read on the field. By the end of this article you will understand the current state of computational pragmatics and also be inspired to further explore and innovate. Whether you are developing the next generation of conversational agents or simply curious about the intersection of language and technology, this primer will help you big time.
This one’s a 25 page mammoth! So I am sharing with you below, a link to download this article in PDF format absolutely for FREE. Enjoy, and do let me know what you think about it!
Happy Reading!
