118
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IJCNLP
2005
Springer
15 years 10 months ago
2005
Springer
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...
126
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IJCNLP
2005
Springer
15 years 10 months ago
2005
Springer
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...
145
click to vote
IJCNLP
2005
Springer
15 years 10 months ago
2005
Springer
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...
119
click to vote
IJCNLP
2005
Springer
15 years 10 months ago
2005
Springer
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...
112
click to vote
IJCNLP
2005
Springer
15 years 10 months ago
2005
Springer
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...
118
click to vote
IJCNLP
2005
Springer
15 years 10 months ago
2005
Springer
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...
137
click to vote
IJCNLP
2005
Springer
15 years 10 months ago
2005
Springer
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...
135
click to vote
IJCNLP
2005
Springer
15 years 10 months ago
2005
Springer
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...