World Knowledge And Natural Language Analysis

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Knowledge Augmented Methods For Natural Language Processing

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Author : Meng Jiang
language : en
Publisher: Springer Nature
Release Date : 2024-04-08

Knowledge Augmented Methods For Natural Language Processing written by Meng Jiang and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04-08 with Computers categories.

Over the last few years, natural language processing has seen remarkable progress due to the emergence of larger-scale models, better training techniques, and greater availability of data. Examples of these advancements include GPT-4, ChatGPT, and other pre-trained language models. These models are capable of characterizing linguistic patterns and generating context-aware representations, resulting in high-quality output. However, these models rely solely on input-output pairs during training and, therefore, struggle to incorporate external world knowledge, such as named entities, their relations, common sense, and domain-specific content. Incorporating knowledge into the training and inference of language models is critical to their ability to represent language accurately. Additionally, knowledge is essential in achieving higher levels of intelligence that cannot be attained through statistical learning of input text patterns alone. In this book, we will review recent developmentsin the field of natural language processing, specifically focusing on the role of knowledge in language representation. We will examine how pre-trained language models like GPT-4 and ChatGPT are limited in their ability to capture external world knowledge and explore various approaches to incorporate knowledge into language models. Additionally, we will discuss the significance of knowledge in enabling higher levels of intelligence that go beyond statistical learning on input text patterns. Overall, this survey aims to provide insights into the importance of knowledge in natural language processing and highlight recent advances in this field.

Towards Very Large Knowledge Bases

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Author : N. J. I. Mars
language : en
Publisher: IOS Press
Release Date : 1995

Towards Very Large Knowledge Bases written by N. J. I. Mars and has been published by IOS Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995 with Computers categories.

In the early days of artificial intelligence it was widely believed that powerful computers would, in the future, enable mankind to solve many real-world problems through the use of very general inference procedures and very little domain-specific knowledge. With the benefit of hindsight, this view can now be called quite naive. The field of expert systems, which developed during the early 1970s, embraced the paradigm that Knowledge is Power - even very fast computers require very large amounts of very specific knowledge to solve non-trivial problems. Thus, the field of large knowledge bases has emerged.

Infinite Encyclopedia A Gateway To The World S Knowledge

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Author : Mohammad Armaan Zaidi
language : en
Publisher: Mohd. Arman Zaidi
Release Date : 2025-01-27

Infinite Encyclopedia A Gateway To The World S Knowledge written by Mohammad Armaan Zaidi and has been published by Mohd. Arman Zaidi this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-27 with Reference categories.

Infinite Encyclopedia: A Gateway to the World's Knowledge Embark on a journey through the vast expanse of human understanding with the Infinite Encyclopedia. This all-encompassing guide is designed to inspire curiosity and provide knowledge on every conceivable topic, from the mysteries of the universe to the wonders of everyday life. With contributions spanning science, culture, history, technology, nature, and beyond, the Infinite Encyclopedia is a treasure trove of information for readers of all ages. Features: Comprehensive Content: Covers topics across all fields, ensuring a well-rounded resource for students, professionals, and enthusiasts. Visually Stunning: Packed with high-quality images, illustrations, and infographics to enrich the learning experience. Accessible Language: Written in a simple, engaging style suitable for children and adults alike. Fact-Checked and Reliable: Curated by experts to ensure accuracy and credibility. Whether you're a curious child, a lifelong learner, or someone seeking quick answers, the Infinite Encyclopedia is your ultimate guide to the wonders of the world. Dive in and let the journey begin!

Proceedings Of The International Conference On Artificial Intelligence And Computer Vision Aicv2020

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Author : Aboul-Ella Hassanien
language : en
Publisher: Springer Nature
Release Date : 2020-03-23

Proceedings Of The International Conference On Artificial Intelligence And Computer Vision Aicv2020 written by Aboul-Ella Hassanien and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-03-23 with Technology & Engineering categories.

This book presents the proceedings of the 1st International Conference on Artificial Intelligence and Computer Visions (AICV 2020), which took place in Cairo, Egypt, from April 8 to 10, 2020. This international conference, which highlighted essential research and developments in the fields of artificial intelligence and computer visions, was organized by the Scientific Research Group in Egypt (SRGE). The book is divided into sections, covering the following topics: swarm-based optimization mining and data analysis, deep learning and applications, machine learning and applications, image processing and computer vision, intelligent systems and applications, and intelligent networks.

Linguistic Fundamentals For Natural Language Processing Ii

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Author : Emily M. Bender
language : en
Publisher: Springer Nature
Release Date : 2022-06-01

Linguistic Fundamentals For Natural Language Processing Ii written by Emily M. Bender and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-06-01 with Computers categories.

Meaning is a fundamental concept in Natural Language Processing (NLP), in the tasks of both Natural Language Understanding (NLU) and Natural Language Generation (NLG). This is because the aims of these fields are to build systems that understand what people mean when they speak or write, and that can produce linguistic strings that successfully express to people the intended content. In order for NLP to scale beyond partial, task-specific solutions, researchers in these fields must be informed by what is known about how humans use language to express and understand communicative intents. The purpose of this book is to present a selection of useful information about semantics and pragmatics, as understood in linguistics, in a way that's accessible to and useful for NLP practitioners with minimal (or even no) prior training in linguistics.

Natural Language Processing

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Author : Raymond S. T. Lee
language : en
Publisher: Springer Nature
Release Date : 2023-11-14

Natural Language Processing written by Raymond S. T. Lee and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-14 with Computers categories.

This textbook presents an up-to-date and comprehensive overview of Natural Language Processing (NLP), from basic concepts to core algorithms and key applications. Further, it contains seven step-by-step NLP workshops (total length: 14 hours) offering hands-on practice with essential Python tools like NLTK, spaCy, TensorFlow Kera, Transformer and BERT. The objective of this book is to provide readers with a fundamental grasp of NLP and its core technologies, and to enable them to build their own NLP applications (e.g. Chatbot systems) using Python-based NLP tools. It is both a textbook and NLP tool-book intended for the following readers: undergraduate students from various disciplines who want to learn NLP; lecturers and tutors who want to teach courses or tutorials for undergraduate/graduate students on NLP and related AI topics; and readers with various backgrounds who want to learn NLP, and more importantly, to build workable NLP applications after completing its 14 hours of Python-based workshops.

Current Issues In Computational Linguistics In Honour Of Don Walker

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Author : Antonio Zampolli
language : en
Publisher: Springer Science & Business Media
Release Date : 1994-06-30

Current Issues In Computational Linguistics In Honour Of Don Walker written by Antonio Zampolli and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994-06-30 with Language Arts & Disciplines categories.

With this volume in honour of Don Walker, Linguistica Computazionale con tinues the series of special issues dedicated to outstanding personalities who have made a significant contribution to the progress of our discipline and maintained a special collaborative relationship with our Institute in Pisa. I take the liberty of quoting in this preface some of the initiatives Pisa and Don Walker have jointly promoted and developed during our collaboration, because I think that they might serve to illustrate some outstanding features of Don's personality, in particular his capacity for identifying areas of potential convergence among the different scientific communities within our field and establishing concrete forms of coop eration. These initiatives also testify to his continuous and untiring work, dedi cated to putting people into contact and opening up communication between them, collecting and disseminating information, knowledge and resources, and creating shareable basic infrastructures needed for progress in our field. Our collaboration began within the Linguistics in Documentation group of the FID and continued in the framework of the !CCL (International Committee for Computational Linguistics). In 1982 this collaboration was strengthened when, at CO LING in Prague, I was invited by Don to join him in the organization of a series of workshops with participants of the various communities interested in the study, development, and use of computational lexica.

Proceedings Of The Symposim Sic On Natural Language Processing In Thailand 17 21 March 1993 Chulalongkorn University

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Author :
language : en
Publisher:
Release Date : 1993

Proceedings Of The Symposim Sic On Natural Language Processing In Thailand 17 21 March 1993 Chulalongkorn University written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with Computational linguistics categories.

Language

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Author :
language : en
Publisher:
Release Date : 2002

Language written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with Comparative linguistics categories.

Proceedings of the annual meeting of the Society in v. 1-11, 1925-34. After 1934 they appear in Its Bulletin.

Using Natural Language In Computer Aided Architectural Design

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Author : George Tye-Yan Yeh
language : en
Publisher:
Release Date : 1996

Using Natural Language In Computer Aided Architectural Design written by George Tye-Yan Yeh and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with Architectural design categories.