Integration of World Knowledge for Natural Language Understanding - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Integration of World Knowledge for Natural Language Understanding write by Ekaterina Ovchinnikova. This book was released on 2012-02-15. Integration of World Knowledge for Natural Language Understanding available in PDF, EPUB and Kindle. This book concerns non-linguistic knowledge required to perform computational natural language understanding (NLU). The main objective of the book is to show that inference-based NLU has the potential for practical large scale applications. First, an introduction to research areas relevant for NLU is given. We review approaches to linguistic meaning, explore knowledge resources, describe semantic parsers, and compare two main forms of inference: deduction and abduction. In the main part of the book, we propose an integrative knowledge base combining lexical-semantic, ontological, and distributional knowledge. A particular attention is payed to ensuring its consistency. We then design a reasoning procedure able to make use of the large scale knowledge base. We experiment both with a deduction-based NLU system and with an abductive reasoner. For evaluation, we use three different NLU tasks: recognizing textual entailment, semantic role labeling, and interpretation of noun dependencies.
On the Integration of Linguistic Knowledge and World Knowledge in Natural Language Understanding
On the Integration of Linguistic Knowledge and World Knowledge in Natural Language Understanding - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook On the Integration of Linguistic Knowledge and World Knowledge in Natural Language Understanding write by Linkoeping University. Dept. of Computer and Information Science. This book was released on 1989. On the Integration of Linguistic Knowledge and World Knowledge in Natural Language Understanding available in PDF, EPUB and Kindle.
Knowledge-augmented Methods for Natural Language Processing
Knowledge-augmented Methods for Natural Language Processing - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Knowledge-augmented Methods for Natural Language Processing write by Meng Jiang. This book was released on . Knowledge-augmented Methods for Natural Language Processing available in PDF, EPUB and Kindle.
Natural Language Processing and Knowledge Representation
Natural Language Processing and Knowledge Representation - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Natural Language Processing and Knowledge Representation write by Łucja M. Iwańska. This book was released on 2000-06-19. Natural Language Processing and Knowledge Representation available in PDF, EPUB and Kindle. "Traditionally, knowledge representation and reasoning systems have incorporated natural language as interfaces to expert systems or knowledge bases that performed tasks separate from natural language processing. As this book shows, however, the computational nature of representation and inference in natural language makes it the ideal model for all tasks in an intelligent computer system. Natural language processing combines the qualitative characteristics of human knowledge processing with a computer's quantitative advantages, allowing for in-depth, systematic processing of vast amounts of information.
Natural Language Understanding
Natural Language Understanding - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Natural Language Understanding write by Fouad Sabry. This book was released on 2023-07-05. Natural Language Understanding available in PDF, EPUB and Kindle. What Is Natural Language Understanding The field of artificial intelligence known as natural-language processing includes a subfield known as natural-language understanding (NLU), often known as natural-language interpretation (NLI), which deals with the reading comprehension of machines. Understanding natural language is seen as a challenging topic for artificial intelligence. How You Will Benefit (I) Insights, and validations about the following topics: Chapter 1: Natural Language Understanding Chapter 2: Computational Linguistics Chapter 3: Natural Language Processing Chapter 4: Parsing Chapter 5: Question Answering Chapter 6: Semantic Role Labeling Chapter 7: Computational Semantics Chapter 8: Semantic Parsing Chapter 9: Natural-language User Interface Chapter 10: History of Natural Language Processing (II) Answering the public top questions about natural language understanding. (III) Real world examples for the usage of natural language understanding in many fields. (IV) 17 appendices to explain, briefly, 266 emerging technologies in each industry to have 360-degree full understanding of natural language understanding' technologies. Who This Book Is For Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of natural language understanding.
