Techniques for automatically correcting words in text
ACM Computing Surveys (CSUR)
The String-to-String Correction Problem
Journal of the ACM (JACM)
A Tutorial on Support Vector Machines for Pattern Recognition
Data Mining and Knowledge Discovery
Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data
ICML '01 Proceedings of the Eighteenth International Conference on Machine Learning
A systematic comparison of various statistical alignment models
Computational Linguistics
Fast Approximate Search in Large Dictionaries
Computational Linguistics
Adaptive text correction with Web-crawled domain-dependent dictionaries
ACM Transactions on Speech and Language Processing (TSLP)
Fast Selection of Small and Precise Candidate Sets from Dictionaries for Text Correction Tasks
ICDAR '07 Proceedings of the Ninth International Conference on Document Analysis and Recognition - Volume 01
Proceedings of The Third Workshop on Analytics for Noisy Unstructured Text Data
Deciding word neighborhood with universal neighborhood automata
Theoretical Computer Science
Generating search term variants for text collections with historic spellings
ECIR'06 Proceedings of the 28th European conference on Advances in Information Retrieval
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We present a number of applications in Natural Language Processing where the main computation consists of a similarity search for an input pattern in a large database. Afterwards we describe some efficient methods and algorithms for solving this computational challenge. We discuss the view of the similarity search as a special kind of computation, which is remarkably common in applications of Computational Linguistics.