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Towards Accurate and Efficient Chinese Part-of-Speech Tagging
Structural linguistics aggregation vocabulary Chinese language processing data clustering syntax parsing
2016/10/31
From the perspective of structural linguistics, we explore paradigmatic and syntagmatic lexical relations for Chinese POS tagging, an important and challenging task for Chinese language processing. Pa...
An important problem in knowledge discovery from text is the automatic extraction of semantic
relations. This paper presents a supervised, semantically intensive, domain independent approach for the ...
Syllable-Pattern-Based Unknown-Morpheme Segmentation and Estimation for Hybrid Part-of-Speech Tagging of Korean
Syllable-Pattern-Based Unknown-Morpheme Segmentation Hybrid Part-of-Speech Tagging of Korean
2015/8/27
Most errors in Korean morphological analysis and part-of-speech (POS) tagging are caused by unknown morphemes. This paper presents a syllable-pattern-based generalized unknown-morpheme-estimation meth...
Improving the quality of Gujarati-Hindi Machine Translation through part-of-speech tagging and stemmer-assisted transliteration
part-of-speech stemming tagging transliteration
2015/7/10
Machine Translation for Indian languages is an emerging research area. Transliteration is one such module that we design while designing a translation system. Transliteration means mapping of source l...
Part of Speech Tagging of Marathi Text Using Trigram Method
marathi modeling n-gram of part speech stochastic tagging
2015/7/10
In this paper we present a Marathi part of speech tagger. It is a morphologically rich language. It is spoken by the native people of Maharashtra. The general approach used for development of tagger i...
An interactive activation model of context effects in letter perception: Part 2. The context enhancement effect and some tests and extensions of the model
An interactive activation model letter perception context enhancement tests and extensions
2015/6/19
An interactive activation model of context effects in letter perception:Part 2.The context enhancement effect and some tests and extensions of the model.
An interactive activation model of context effects in letter perception:Part 1.An account of Basic Findings
interactive activation model letter perception Part 1.An account
2015/6/19
An interactive activation model of context effects in letter perception:Part 1.An account of Basic Findings.
Enriching the Knowledge Sources Used in a Maximum Entropy Part-of-Speech Tagger
Maximum Entropy Part Speech Tagger
2015/6/12
This paper presents results for a maximumentropy-based part of speech tagger, which achieves superior performance principally by enriching the information sources used for tagging. In particular, we g...
Feature-Rich Part-of-Speech Tagging with a Cyclic Dependency Network
Part-of-Speech Tagging Cyclic Dependency Network
2015/6/12
We present a new part-of-speech tagger that demonstrates the following ideas: (i) explicit use of both preceding and following tag contexts via a dependency network representation, (ii) broad use of l...
Part-of-Speech Tagging from 97% to 100%:Is It Time for Some Linguistics?
Part-of-Speech Tagging 97% to 100% Some Linguistics?
2015/6/12
I examine what would be necessary to move part-of-speech tagging performance from its current level of about 97.3% token accuracy (56% sentence accuracy) to close to 100% accuracy. I suggest that it m...
Unsupervised Dependency Parsing without Gold Part-of-Speech Tags
Unsupervised Dependency Parsing Gold Part Speech Tags
2015/6/10
We show that categories induced by unsupervised word clustering can surpass the performance of gold part-of-speech tags in dependency grammar induction. Unlike classic clustering algorithms, our metho...
The selective advantage of body-part terms
Language change Language evolution Body-part terms Body Culture Cognition
2015/4/7
This paper addresses the question why body-part terms are so often used to talk about other things than body parts. It is argued that the strategy of falling back on stable common ground to maximize t...
Research Developments and Directions in Speech Recognition and Understanding, Part 1
Speech Recognition Understanding
2015/3/10
Research Developments and Directions in Speech Recognition and Understanding, Part 1.
Updated MINDS Report on Speech Recognition and Understanding, Part 2
Speech Recognition Understanding,
2015/3/10
his article is the second part
of an updated version of the
“MINDS 2006–2007 Report
of the Speech Understanding
Working Group,” one of five
reports emanating from two workshops
entitled “M...
Transformation—Based Error—Driv en Learning and Natural Language Processing:A Case Study in Part of Speech Tagging
Transformation—Based Error—Driven Learning Natural Language Processing Part of Speech Tagging
2015/1/27
Recently there has been a rebirth of empiricism in the eld of natural language processing Manual encoding of linguistic information is being chal lenged by automated corpusbased learning as a method ...