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An overview of event extraction and its applications
With the rapid development of information technology, online platforms have produced
enormous text resources. As a particular form of Information Extraction (IE), Event Extraction …
enormous text resources. As a particular form of Information Extraction (IE), Event Extraction …
[PDF][PDF] Corpora and collocations
The concept of collocations is certainly one of the most controversial notions in linguis-3 tics,
even though it is based on a compelling, widely-shared intuition that certain words 4 have a …
even though it is based on a compelling, widely-shared intuition that certain words 4 have a …
Lexical association measures and collocation extraction
We present an extensive empirical evaluation of collocation extraction methods based on
lexical association measures and their combination. The experiments are performed on …
lexical association measures and their combination. The experiments are performed on …
[ספר][B] Syntax-based collocation extraction
V Seretan - 2011 - direct.mit.edu
Collocation is a common language phenomenon which has attracted the interest of
researchers in many subfields of both theoretical and computational linguistics. Although …
researchers in many subfields of both theoretical and computational linguistics. Although …
[PDF][PDF] Combining association measures for collocation extraction
We introduce the possibility of combining lexical association measures and present
empirical results of several methods employed in automatic collocation extraction. First, we …
empirical results of several methods employed in automatic collocation extraction. First, we …
[ספר][B] Introduction to Chinese natural language processing
This book introduces Chinese language-processing issues and techniques to readers who
already have a basic background in natural language processing (NLP). Since the major …
already have a basic background in natural language processing (NLP). Since the major …
[PDF][PDF] A machine learning approach to multiword expression extraction
This paper describes our participation in the MWE 2008 evaluation campaign focused on
ranking MWE candidates. Our ranking system employed 55 association measures combined …
ranking MWE candidates. Our ranking system employed 55 association measures combined …
[PDF][PDF] E-VIEW-affilation–a large-scale evaluation study of association measures for collocation identification
Statistical association measures (AM) play an important role in the automatic extraction of
collocations and multiword expressions from corpora, but many parameters governing their …
collocations and multiword expressions from corpora, but many parameters governing their …
Identification of multiword expressions by combining multiple linguistic information sources
We propose a framework for using multiple sources of linguistic information in the task of
identifying multiword expressions in natural language texts. We define various linguistically …
identifying multiword expressions in natural language texts. We define various linguistically …
Semantic smoothing for text clustering
In this paper we present a new semantic smoothing vector space kernel (S-VSM) for text
documents clustering. In the suggested approach semantic relatedness between words is …
documents clustering. In the suggested approach semantic relatedness between words is …