کتاب های موجود در دسته بندی پردازش زبان طبیعی

The Development of Prosodic Structure in Early Words: Continuity, Divergence and Change (Language Acquisition & Language Disorders)
Published on: 2004
Beginner Natural Language Processing English

Prosody Phonetics Infant Speech Language
Taming Text: How to Find, Organize, and Manipulate It
Published on: 2013
Beginner Natural Language Processing English

About this BookThere is so much text in our lives, we are practically drowning in it. Fortunately, there are innovative …

text-processing search NLP machine-learning information-retrieval
Natural Language Processing as a Foundation of the Semantic Web (Foundations and Trends in Web Science)
Published on: 2009
Beginner Natural Language Processing English

NLP Semantic Web Ontologies Information Retrieval Knowledge Representation
The Handbook of Computational Linguistics and Natural Language Processing
Published on: 2010
Beginner Natural Language Processing English

This comprehensive reference work provides an overview of the concepts, methodologies, and applications in computational linguistics and natural language processing …

Computational Linguistics Natural Language Processing Handbook
Natural Language Processing with Java Cookbook - Over 70 recipes to create linguistic and language translation applications using Java libraries.
Published on: 2019
Unordered Natural Language Processing English

True pdf.

Java NLP Recipes Linguistics Libraries
Foundations of Statistical Natural Language Processing
Published on: 1999
Beginner Natural Language Processing English

Statistical approaches to processing natural language text have become dominant in recent years. This foundational text is the first comprehensive …

Probability Parsing Language Corpora Models
Computational approaches to morphology and syntax
Published on: 2007
Beginner Natural Language Processing English

Morphology Syntax Computational Linguistics Algorithms
Analyzing Narratives in Social Networks: Taking Turing to the Arts
Published on: 2021
Beginner Natural Language Processing English

This book uses literature as a wrench to pry open social networks and to ask different questions than have been …

narratives social networks Turing analysis arts
Python Text Processing with NLTK 2.0 Cookbook: Use Python's NLTK suite of libraries to maximize your Natural Language Processing capabilities
Published on: 2010
Beginner Natural Language Processing English

Natural Language Processing is used everywhere - in search engines, spell checkers, mobile phones, computer games - even your washing …

NLTK Python Text Processing Natural Language Cookbook
Python Text Processing with NLTK 2.0 Cookbook
Published on: 2010
Advanced Natural Language Processing English

Use Python's NLTK suite of libraries to maximize your Natural Language Processing capabilities. * Quickly get to grips with Natural …

NLTK Text Processing Python Cookbook
The Development of Language: Functional Perspectives on Species and Individuals
Published on: 2006
Beginner Natural Language Processing English

This book presents a unique range of interdisciplinary work on questions of language development and evolution. It makes visible the …

Language Development Functional Species Individuals
The Exploration of Multilingualism: Development of research on L3, multilingualism and multiple language acquisition (Aila Applied Linguistics Series)
Published on: 2009
Beginner Natural Language Processing English

This volume offers the ontogenetic perspective on research on L3, multilingualism and multiple languages acquisition and a conceptually updated picture …

L3 multilingualism acquisition research development
Computational Linguistics: An Introduction
Published on: 1986
Beginner Natural Language Processing English

In spite of the rapid growth of interest in the computer analysis of language, this book provides an integrated introduction …

language algorithms syntax semantics computation
Neural Networks for Applied Sciences and Engineering: From Fundamentals to Complex Pattern Recognition
Published on: 2006
Beginner Natural Language Processing English

In response to the exponentially increasing need to analyze vast amounts of data, Neural Networks for Applied Sciences and Engineering: …

Artificial Intelligence Pattern Recognition Machine Learning Engineering Applications Computational Techniques
Deep Learning for Natural Language Processing
Published on:
Beginner Natural Language Processing English

neural networks NLP algorithms applications techniques
Dialogue Processing in Spoken Language Systems: ECAI'96 Workshop Budapest, Hungary, August 13, 1996 Revised Papers
Published on: 1997
Beginner Natural Language Processing English

This book constitutes the strictly refereed post-workshop documentation of the ECAI'96 Workshop on Dialogue Processing in Spoken Language Systems, held …

dialogue processing spoken language systems
Corpus Linguistics: Method, Theory and Practice
Published on: 2011
Beginner Natural Language Processing English

Corpus linguistics is the study of language data on a large scale - the computer-aided analysis of very extensive collections …

linguistics methodology theory corpus analysis
Practical corpus linguistics: an introduction to corpus-based language analysis
Published on: 2015
Beginner Natural Language Processing English

"Introduces a number of easy-to-use, yet powerful, free analysis resources consisting of standalone programs and web interfaces for use with …

Corpus Linguistics Analysis Language Data
Spoken Language Processing
Published on: 2009
Beginner Natural Language Processing English

Speech processing addresses various scientific and technological areas. It includes speech analysis and variable rate coding, in order to store …

speech language processing technology recognition
Deep Learning for Natural Language Processing: A Gentle Introduction
Published on: 2024
Beginner Natural Language Processing English

Deep Learning is becoming increasingly important in a technology-dominated world. However, the building of computational models that accurately represent linguistic …

Deep Learning NLP Introduction Algorithms Applications
The Acquisition of Spanish: Morphosyntactic Development in Monolingual and Bilingual L1 Acquisition and Adult L2 Acquisition (Language Acquisition & Language Disorders, Volume 37)
Published on: 2004
Beginner Natural Language Processing English

Language and the Internet
Published on: 2006
Beginner Natural Language Processing English

In recent years, the Internet has come to dominate our lives. E-mail, instant messaging and chat are rapidly replacing conventional …

Internet Language Communication Linguistics Technology
Parsing Techniques: A Practical Guide
Published on: 1991
Beginner Natural Language Processing English

There is no book I know of that is more comprehensive, authoritative, or helpful on the topic of parsing. It …

Parsing Techniques Algorithms Compiler Syntax
Logical Form: Between Logic and Natural Language
Published on: 2018
Beginner Natural Language Processing English

Logical form has always been a prime concern for philosophers belonging to the analytic tradition. For at least one century, …

Logic Language Semantics Syntax Philosophy
Deep Learning Approach for Natural Language Processing, Speech, and Computer Vision: Techniques and Use Cases
Published on: 2023
Beginner Natural Language Processing English

Deep Learning Approach for Natural Language Processing, Speech, and Computer Vision provides an overview of general deep learning methodology and …

Deep Learning NLP Speech Computer Vision Techniques
The End of Organization Theory?: Language As a Tool in Action Research and Organizational Development
Published on: 2004
Beginner Natural Language Processing English

This volume tells the story of an action-research project where a reorganization of the discourse of management and workers serves …

Postmodernism Critique Paradigm Change Theory
Explainable Artificial Intelligence for Intelligent Transportation Systems: Ethics and Applications
Published on: 2022
Beginner Natural Language Processing English

Transportation typically entails crucial “life-death” choices, delegating crucial decisions to an AI algorithm without any explanation poses a serious threat. …

Explainability Ethics Transportation AI Applications
Knowledge Graph and Semantic Computing: Knowledge Computing and Language Understanding: 4th China Conference, CCKS 2019, Hangzhou, China, August ... in Computer and Information Science)
Published on: 2020
Unordered Natural Language Processing English

This book constitutes the refereed proceedings of the 4th China Conference on Knowledge Graph and Semantic Computing, CCKS 2019, held …

Knowledge Graph Semantic Computing Language Understanding CCKS 2019 Computer Science
Knowledge Graph and Semantic Computing. Knowledge Computing and Language Understanding: Third China Conference, CCKS 2018, Tianjin, China, August 14–17, 2018, Revised Selected Papers
Published on: 2019
Unordered Natural Language Processing English

This book constitutes the refereed proceedings of the Third China Conference on Knowledge Graph and Semantic Computing, CCKS 2018, held …

Knowledge Graph Semantic Computing Language Understanding CCKS 2018 China Conference
Knowledge Graph and Semantic Computing. Language, Knowledge, and Intelligence: Second China Conference, CCKS 2017, Chengdu, China, August 26–29, 2017, Revised Selected Papers
Published on: 2017
Unordered Natural Language Processing English

This book constitutes the refereed proceedings of the Second China Conference on Knowledge Graph and Semantic Computing, CCKS 2017, held …

Knowledge Graph Semantic Computing Language Intelligence CCKS 2017
Language, Literacy, and Cognitive Development: The Development and Consequences of Symbolic Communication (Jean Piaget Symposium Series)
Published on: 2002
Beginner Natural Language Processing English

Language, Literacy, and Cognitive Development addresses the impact of language and literacy on cognitive development. Top researchers examine the cognitive …
Kernel-based Data Fusion for Machine Learning: Methods and Applications in Bioinformatics and Text Mining
Published on: 2011
Beginner Natural Language Processing English

Data fusion problems arise frequently in many different fields. This book provides a specific introduction to data fusion problems using …

Kernel Methods Data Fusion Machine Learning Bioinformatics Text Mining
The End of Organization Theory?: Language As a Tool in Action Research and Organizational Development (Dialogues on Work and Innovation)
Published on: 1999
Beginner Natural Language Processing English

The Acquisition of French: The development of inflectional morphology and syntax in L1 acquisition, bilingualism, and L2 acquisition (Language Acquisition and Language Disorders)
Published on: 2009
Beginner Natural Language Processing English

This book presents a thorough description of morphosyntactic knowledge developed by learners of French in four different learning situations — …
Advances in the Sign Language Development of Deaf Children (Perspectives on Deafness)
Published on: 2006
Beginner Natural Language Processing English

I think this a great book- very educational. It gives wonderful examples and have a great deal of research within …

Sign language Deaf children Language acquisition Cognitive development Educational strategies
Sentiment Analysis in Social Networks
Published on: 2017
Beginner Natural Language Processing English

The aim of Sentiment Analysis is to define automatic tools able to extract subjective information from texts in natural language, …

Sentiment Analysis Social Networks Machine Learning Opinion Mining Data Analysis
Biomedical Data Analysis and Processing Using Explainable (XAI) and Responsive Artificial Intelligence (RAI)
Published on: 2022
Beginner Natural Language Processing English

The book discusses Explainable (XAI) and Responsive Artificial Intelligence (RAI) for biomedical and healthcare applications. It will discuss the advantages …

Biomedical XAI RAI Analysis Processing
Natural Language Processing with Python
Published on: 2009
Beginner Natural Language Processing English

;Natural Language Processing with Python КНИГИ ; ОС и БД Название: Natural Language Processing with Python Автор: Steven Bird, Ewan …

NLTK Python Text Processing Linguistics Analysis
Statistical Language Models for Information Retrieval - A Critical Review
Published on:
Beginner Natural Language Processing English

Из серии Foundations and Trends in Information Retrieval издательства NOWPress, 2009, -77 pp.Statistical language models have recently been successfully applied …

Language Models Information Retrieval Statistical Methods Review Evaluation
Deep Natural Language Processing and Ai Applications for Industry 5.0 (Advances in Computational Intelligence and Robotics)
Published on: 2021
Intermediate Natural Language Processing English

"This book is a collection of contributed chapters of latest research findings, ideas, and applications in the fields of Natural …

NLU AI Industry 5.0 Robotics Applications

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پردازش زبان طبیعی

پردازش زبان طبیعی (NLP) یکی از زیرشاخه‌های مهم و پرکاربرد در حوزه علوم کامپیوتر و هوش مصنوعی است که به مطالعه و توسعه الگوریتم‌ها و مدل‌هایی می‌پردازد که به ‌صورت خودکار قادر به تحلیل، فهم و تولید زبان انسانی هستند.

مقدمه‌ای بر پردازش زبان طبیعی

پردازش زبان طبیعی، به ماشین‌ها این امکان را می‌دهد تا زبان انسان را به شکل‌هایی که قابل تحلیل توسط کامپیوتر باشد تبدیل کنند. این شاخه علمی، نقش حیاتی در بهبود تعاملات انسان و ماشین‌ها بازی می‌کند و دستاوردهای آن در تکنولوژی‌های روزمره‌ای مانند دستیارهای صوتی، اپلیکیشن‌های ترجمه زبان و حتی چت‌بات‌ها قابل مشاهده است.

کاربردها و اهمیت پردازش زبان طبیعی

پردازش زبان طبیعی دارای کاربردهای وسیعی است که از جمله می‌توان به ترجمه ماشینی، تحلیل احساسات، تبدیل گفتار به متن، تولید خودکار متن و استخراج اطلاعات اشاره کرد. این قابلیت‌ها به بهبود خدمات اینترنتی، بهینه‌سازی فرآیندهای پشتیبانی مشتری و ارائه تحلیل‌های عمیق از داده‌های زبان‌محور کمک شایانی می‌کنند. علاوه بر این، در حوزه‌های مختلفی مانند پزشکی، حقوق، و آموزش نیز مورد استفاده قرار می‌گیرد و می‌تواند مشکلات پیچیده‌ای را با دقت و سرعت بالا حل کند.

چالش‌های پردازش زبان طبیعی

با وجود پیشرفت‌های چشمگیر در زمینه پردازش زبان طبیعی، چالش‌های متعددی همچنان وجود دارند. زبان‌های انسانی به‌طور طبیعی دارای ابهامات، نمادگرایی و پیچیدگی‌های فرهنگی هستند که تفسیر و فهم درست آنها را برای ماشین‌ها دشوار می‌کنند. همچنین موضوعاتی مانند انگلیسی‌زبان محوری و نیاز به داده‌های بزرگ و پیچیده برای آموزش مدل‌های زبان نیز از دیگر چالش‌ها محسوب می‌شوند.

فناوری‌های نوین در پردازش زبان طبیعی

فناوری‌های جدیدی مانند یادگیری عمیق و شبکه‌های عصبی مصنوعی، تقویت قابل توجهی به قابلیت‌های پردازش زبان طبیعی بخشیده‌اند. مدل‌های زبانی بزرگ مانند BERT و GPT نقش مهمی در پیشرفت این حوزه ایفا کرده‌اند و امکان درک عمیق‌تر و تولید متن‌های پیچیده‌تری را فراهم نموده‌اند. این فناوری‌ها به الگوریتم‌های NLP قدرت بیشتری برای تجزیه و تحلیل دقیق‌تر و قابل‌فهم‌تر داده‌های زبان محور می‌دهند.

آینده پردازش زبان طبیعی

آینده پردازش زبان طبیعی بسیار روشن و امیدوارکننده به نظر می‌رسد. با ادامه بهبود و توسعه مدل‌های زبانی و پیشرفت در پیاده‌سازی سیستم‌های هوشمند، انتظار می‌رود که تعاملات انسان و ماشین به سطحی از پیچیدگی و دقت برسند که تا کنون تجربه نشده‌اند. این پیشرفت‌ها نه تنها قابلیت‌های هوش مصنوعی را افزایش می‌دهند، بلکه به صنایع مختلف کمک می‌کنند تا خدمات بهتری ارائه دهند و فرآیندهای خود را بهینه‌سازی کنند.

نتیجه‌گیری

پردازش زبان طبیعی، یکی از جذاب‌ترین و پویا‌ترین شاخه‌های هوش مصنوعی و علوم کامپیوتری است که با استفاده از ترکیب یادگیری ماشین، زبان‌شناسی و مدل‌های آماری، به ماشین‌ها این توانایی را می‌دهد تا با زبان انسان تعامل مستقیم داشته باشند. این حیطه تحقیقاتی به سرعت در حال پیشرفت است و هر روزه دستاوردهای بیشتری در زمینه شناخت و تولید زبان طبیعی ثبت می‌شود. با توجه به رشد سریع فناوری و نیاز روزافزون به هوش مصنوعی در زندگی روزمره، مطالعه و به‌کارگیری پردازش زبان طبیعی نقشی کلیدی در شکل‌دهی به آینده تعاملات انسانی و ماشینی ایفا می‌کند.