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[BOK][B] Handbook of natural language processing
N Indurkhya, FJ Damerau - 2010 - taylorfrancis.com
The Handbook of Natural Language Processing, Second Edition presents practical tools
and techniques for implementing natural language processing in computer systems. Along …
and techniques for implementing natural language processing in computer systems. Along …
A robust transformation-based learning approach using ripple down rules for part-of-speech tagging
In this paper, we propose a new approach to construct a system of transformation rules for
the Part-of-Speech (POS) tagging task. Our approach is based on an incremental …
the Part-of-Speech (POS) tagging task. Our approach is based on an incremental …
[PDF][PDF] Fast easy unsupervised domain adaptation with marginalized structured dropout
Unsupervised domain adaptation often relies on transforming the instance representation.
However, most such approaches are designed for bag-of-words models, and ignore the …
However, most such approaches are designed for bag-of-words models, and ignore the …
Portuguese part-of-speech tagging using entropy guided transformation learning
C Nogueira dos Santos, RL Milidiú… - … Processing of the …, 2008 - Springer
Abstract Entropy Guided Transformation Learning (ETL) is a new machine learning strategy
that combines the advantages of Decision Trees (DT) and Transformation Based Learning …
that combines the advantages of Decision Trees (DT) and Transformation Based Learning …
Some experiments on clustering similar sentences of texts in portuguese
ERM Seno, MGV Nunes - … Processing of the Portuguese Language: 8th …, 2008 - Springer
Identifying similar text passages plays an important role in many applications in NLP, such
as paraphrase generation, automatic summarization, etc. This paper presents some …
as paraphrase generation, automatic summarization, etc. This paper presents some …
Portuguese corpus-based learning using ETL
Abstract We present Entropy Guided Transformation Learning models for three Portuguese
Language Processing tasks: Part-of-Speech Tagging, Noun Phrase Chunking and Named …
Language Processing tasks: Part-of-Speech Tagging, Noun Phrase Chunking and Named …
[PDF][PDF] Biopos: Biologically inspired algorithms for pos tagging
In this paper we present a new biologically inspired approach to the part-of-speech tagging
problem, based on particle swarm optimization. As far as we know this is the first attempt of …
problem, based on particle swarm optimization. As far as we know this is the first attempt of …
[PDF][PDF] Variable-length Markov models and ambiguous words in Portuguese
Abstract Variable-Length Markov Chains (VLMCs) offer a way of modeling contexts longer
than trigrams without suffering from data sparsity and state space complexity. However, in …
than trigrams without suffering from data sparsity and state space complexity. However, in …