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IJCNLP
2005
Springer
14 years 1 months ago
Regularisation Techniques for Conditional Random Fields: Parameterised Versus Parameter-Free
Recent work on Conditional Random Fields (CRFs) has demonstrated the need for regularisation when applying these models to real-world NLP data sets. Conventional approaches to regu...
Andrew Smith, Miles Osborne
IJCNLP
2005
Springer
14 years 1 months ago
Automatic Extraction of Fixed Multiword Expressions
Abstract. Fixed multiword expressions are strings of words which together behave like a single word. This research establishes a method for the automatic extraction of such express...
Campbell Hore, Masayuki Asahara, Yuji Matsumoto
IJCNLP
2005
Springer
14 years 1 months ago
Relation Extraction Using Support Vector Machine
This paper presents a supervised approach for relation extraction. We apply Support Vector Machines to detect and classify the relations in Automatic Content Extraction (ACE) corpu...
Gum-Won Hong
IJCNLP
2005
Springer
14 years 1 months ago
Acquiring Synonyms from Monolingual Comparable Texts
This paper presents a method for acquiring synonyms from monolingual comparable text (MCT). MCT denotes a set of monolingual texts whose contents are similar and can be obtained au...
Mitsuo Shimohata, Eiichiro Sumita
IJCNLP
2005
Springer
14 years 1 months ago
Adapting a Probabilistic Disambiguation Model of an HPSG Parser to a New Domain
Abstract. This paper describes a method of adapting a domain-independent HPSG parser to a biomedical domain. Without modifying the grammar and the probabilistic model of the origin...
Tadayoshi Hara, Yusuke Miyao, Jun-ichi Tsujii
IJCNLP
2005
Springer
14 years 1 months ago
Automatic Slide Generation Based on Discourse Structure Analysis
Abstract. In this paper, we describe a method of automatically generating summary slides from a text. The slides are generated by itemizing topic/non-topic parts that are extracted...
Tomohide Shibata, Sadao Kurohashi
IJCNLP
2005
Springer
14 years 1 months ago
PLSI Utilization for Automatic Thesaurus Construction
Masato Hagiwara, Yasuhiro Ogawa, Katsuhiko Toyama
IJCNLP
2005
Springer
14 years 1 months ago
Exploring Syntactic Relation Patterns for Question Answering
Abstract. In this paper, we explore the syntactic relation patterns for opendomain factoid question answering. We propose a pattern extraction method to extract the various relatio...
Dan Shen, Geert-Jan M. Kruijff, Dietrich Klakow
IJCNLP
2005
Springer
14 years 1 months ago
Using the Structure of a Conceptual Network in Computing Semantic Relatedness
Abstract. We present a new method for computing semantic relatedness of concepts. The method relies solely on the structure of a conceptual network and eliminates the need for perf...
Iryna Gurevych