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Multilingual Metaphor Processing: Experiments with Semi-Supervised and Unsupervised Learning
Semi-Supervised Unsupervised Learning
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2017/4/6
Highly frequent in language and communication, metaphor represents a significant challenge
for Natural Language Processing (NLP) applications. Computational work on metaphor has
traditionally evolve...
System design and evaluation methodologies receive significant attention in natural language
processing (NLP), with the systems typically being evaluated on a common task and against
shared data set...
Feature-Frequency–Adaptive On-line Training for Fast and Accurate Natural Language Processing
Fast Accurate NaturalLanguage Processing
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2015/9/14
Training speed and accuracy are two major concerns of large-scale natural language processing systems. Typically, we need to make a tradeoff between speed and accuracy. It is trivial to improve the tr...
Applications of Lexicographic Semirings to Problems in Speech and Language Processing
Lexicographic Semirings Speech and Language Processing
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2015/9/14
This paper explores lexicographic semirings and their application to problems in speech and language processing. Specifically, we present two instantiations of binary lexicographic semirings, one invo...
Tree Adjoining Grammars:Formalisms,Linguistic Analysis and Processing
Tree Adjoining Grammars Formalisms Linguistic Analysis Processing
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2015/8/27
Take a finite set T of trees, and close it under the operation of substitution—replacing daughterless nonterminals by other trees in T whose root node label matches the nonterminal. The set of all ter...
Spotting and Discovering Terms through Natural Language Processing
Spotting Discovering Terms Natural Language Processing
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2015/8/27
Christian Jacquemin’s book Spotting and Discovering Terms through Natural Language Processing is a much needed and most welcome addition to the field of computational terminology. The central issue of...
Efficient Processing with Constraint-Logic Grammars Using Grammar Compilation
Constraint-Logic Grammars Grammar Compilation
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2015/8/27
This monograph should be of interest to researchers working on building practical and efficient methods for processing highly abstract declarative constraint-based grammars, primarily head-driven phra...
Natural Language Processing and Knowledge Representation:Language for Knowledge and Knowledge for Language
Natural Language Processing Knowledge Representation:Language for Knowledge Knowledge for Language
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2015/8/26
The strong connection between knowledge representation and reasoning and natural language is the main theme of this book. The book is divided into two parts.Part I, consisting of five original or upda...
As a computational lexicologist with little background in speech technology, I approached this book as an opportunity to gain a basic understanding of how lexicons
are used in speech and to see wheth...
Parallel Text Processing: Alignment and Use of Translation Corpora
Translation Corpora Alignment
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2015/8/26
One can’t help but be fascinated by two sentences in parallel translation, the selfsame
meaning diffused, distributed, diverging across alternative expressions. In his Le Ton
beau de Marot: In Prais...
We describe a left-to-right incremental procedure for the processing of Lambek categorial grammar by proof net construction. A simple metric of complexity, the profile in time of the number of unresol...
Foundations of Statistical Natural Language Processing
Natural Language Processing Foundations
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2015/8/25
In 1993, Eugene Charniak published a slim volume entitledStatistical Language Learning.
At the time, empirical techniques for natural language processing were on the rise;
that year, Computational L...
An Empirically Based System for Processing Definite Descriptions
Empirically Based System Processing Definite Descriptions
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2015/8/25
We present an implemented system for processing definite descriptions in arbitrary domains.The design of the system is based on the results of a corpus analysis previously reported, which highlighted ...
Speech and Language Processing:An Introduction to Natural Language Processing,Computational Linguistics,and Speech Recognition
Speech and Language Processing Introduction to Natural Language Processing Computational Linguistics Speech Recognition
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2015/8/25
Jurafsky and Martin’s long-awaited text sets a new gold standard that will be difficult to surpass, as attested by the flurry of glowing reviews that accompanied its publication early this year.1 In a...
Architectures and Mechanisms for Language Processing
Architectures Mechanisms Language Processing
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2015/8/25
The concerns of psycholinguists will look very familiar to people engaged in CL research. A major area of investigation in psycholinguistics is determining how a listener uses frequency and other expe...