Framework and Resources for Natural Language Parser Evaluation
| Author | : Tuomo Kakkonen |
| Publisher | : Tuomo Kakkonen |
| Total Pages | : 264 |
| Release | : 2007 |
| Genre | : |
| ISBN | : 9522190594 |
Framework And Resources For Natural Language Parser Evaluation
Download Framework And Resources For Natural Language Parser Evaluation full books in PDF, epub, and Kindle. Read online free Framework And Resources For Natural Language Parser Evaluation ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads. We cannot guarantee that every ebooks is available!
Natural Language Processing with Python
| Author | : Steven Bird |
| Publisher | : "O'Reilly Media, Inc." |
| Total Pages | : 506 |
| Release | : 2009-06-12 |
| Genre | : Computers |
| ISBN | : 0596555717 |
This book offers a highly accessible introduction to natural language processing, the field that supports a variety of language technologies, from predictive text and email filtering to automatic summarization and translation. With it, you'll learn how to write Python programs that work with large collections of unstructured text. You'll access richly annotated datasets using a comprehensive range of linguistic data structures, and you'll understand the main algorithms for analyzing the content and structure of written communication. Packed with examples and exercises, Natural Language Processing with Python will help you: Extract information from unstructured text, either to guess the topic or identify "named entities" Analyze linguistic structure in text, including parsing and semantic analysis Access popular linguistic databases, including WordNet and treebanks Integrate techniques drawn from fields as diverse as linguistics and artificial intelligence This book will help you gain practical skills in natural language processing using the Python programming language and the Natural Language Toolkit (NLTK) open source library. If you're interested in developing web applications, analyzing multilingual news sources, or documenting endangered languages -- or if you're simply curious to have a programmer's perspective on how human language works -- you'll find Natural Language Processing with Python both fascinating and immensely useful.
Advances in Natural Language Processing
| Author | : Tapio Salakoski |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 784 |
| Release | : 2006-08-10 |
| Genre | : Computers |
| ISBN | : 3540373349 |
This book constitutes the refereed proceedings of the 5th International Conference on Natural Language Processing, FinTAL 2006, held in Turku, Finland in August 2006. The book presents 72 revised full papers together with 1 invited talk and the extended abstracts of 2 invited keynote addresses. The papers address all current issues in computational linguistics and monolingual and multilingual intelligent language processing - theory, methods and applications.
Evaluating Natural Language Processing Systems
| Author | : Karen Sparck Jones |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 256 |
| Release | : 1995 |
| Genre | : Computers |
| ISBN | : 9783540613091 |
This book is about the patterns of connections between brain structures. It reviews progress on the analysis of neuroanatomical connection data and presents six different approaches to data analysis. The results of their application to data from cat and monkey cortex are explored. This volume sheds light on the organization of the brain that is specified by its wiring.
Advances in Natural Language Processing
| Author | : Hrafn Loftsson |
| Publisher | : Springer |
| Total Pages | : 443 |
| Release | : 2010-08-11 |
| Genre | : Computers |
| ISBN | : 3642147704 |
This book constitutes the proceedings of the 7th International Conference on Advances in Natural Language Processing held in Reykjavik, Iceland, in August 2010.
Collaborative Annotation for Reliable Natural Language Processing
| Author | : Karën Fort |
| Publisher | : John Wiley & Sons |
| Total Pages | : 122 |
| Release | : 2016-06-14 |
| Genre | : Computers |
| ISBN | : 1119307651 |
This book presents a unique opportunity for constructing a consistent image of collaborative manual annotation for Natural Language Processing (NLP). NLP has witnessed two major evolutions in the past 25 years: firstly, the extraordinary success of machine learning, which is now, for better or for worse, overwhelmingly dominant in the field, and secondly, the multiplication of evaluation campaigns or shared tasks. Both involve manually annotated corpora, for the training and evaluation of the systems. These corpora have progressively become the hidden pillars of our domain, providing food for our hungry machine learning algorithms and reference for evaluation. Annotation is now the place where linguistics hides in NLP. However, manual annotation has largely been ignored for some time, and it has taken a while even for annotation guidelines to be recognized as essential. Although some efforts have been made lately to address some of the issues presented by manual annotation, there has still been little research done on the subject. This book aims to provide some useful insights into the subject. Manual corpus annotation is now at the heart of NLP, and is still largely unexplored. There is a need for manual annotation engineering (in the sense of a precisely formalized process), and this book aims to provide a first step towards a holistic methodology, with a global view on annotation.
Handbook of Linguistic Annotation
| Author | : Nancy Ide |
| Publisher | : Springer |
| Total Pages | : 1440 |
| Release | : 2017-06-16 |
| Genre | : Language Arts & Disciplines |
| ISBN | : 9402408819 |
This handbook offers a thorough treatment of the science of linguistic annotation. Leaders in the field guide the reader through the process of modeling, creating an annotation language, building a corpus and evaluating it for correctness. Essential reading for both computer scientists and linguistic researchers.Linguistic annotation is an increasingly important activity in the field of computational linguistics because of its critical role in the development of language models for natural language processing applications. Part one of this book covers all phases of the linguistic annotation process, from annotation scheme design and choice of representation format through both the manual and automatic annotation process, evaluation, and iterative improvement of annotation accuracy. The second part of the book includes case studies of annotation projects across the spectrum of linguistic annotation types, including morpho-syntactic tagging, syntactic analyses, a range of semantic analyses (semantic roles, named entities, sentiment and opinion), time and event and spatial analyses, and discourse level analyses including discourse structure, co-reference, etc. Each case study addresses the various phases and processes discussed in the chapters of part one.
Mining Scientific Papers: NLP-enhanced Bibliometrics
| Author | : Iana Atanassova |
| Publisher | : Frontiers Media SA |
| Total Pages | : 134 |
| Release | : 2019-10-09 |
| Genre | : |
| ISBN | : 2889459640 |
Text, Speech, and Dialogue
| Author | : Pavel Král |
| Publisher | : Springer |
| Total Pages | : 627 |
| Release | : 2015-09-18 |
| Genre | : Computers |
| ISBN | : 3319240331 |
This book constitutes the refereed proceedings of the 18th International Conference on Text, Speech and Dialogue, TSD 2015, held in Pilsen, Czech Republic, in September 2015. The 67 papers presented together with 3 invited papers were carefully reviewed and selected from 138 submissions. They focus on topics such as corpora and language resources; speech recognition; tagging, classification and parsing of text and speech; speech and spoken language generation; semantic processing of text and speech; integrating applications of text and speech processing; automatic dialogue systems; as well as multimodal techniques and modelling.
Arabic Language Processing: From Theory to Practice
| Author | : Kamel Smaïli |
| Publisher | : Springer Nature |
| Total Pages | : 309 |
| Release | : 2019-10-04 |
| Genre | : Computers |
| ISBN | : 3030329593 |
This book constitutes revised selected papers from the 7th International Conference on Arabic Language Processing, ICALP 2019, held in Nancy, France, in October 2019. The 21 full papers presented in this volume were carefully reviewed and selected from 38 submissions. They were organized in topical sections named: Arabic dialects and sentiment analysis; neural techniques for text and speech; modeling modern standard Arabic; resources: analysis, disambiguation and evaluation.
