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CICLING
2005
Springer
14 years 5 months ago
A Machine Learning Approach to Information Extraction
Information extraction is concerned with applying natural language processing to automatically extract the essential details from text documents. A great disadvantage of current ap...
Alberto Téllez-Valero, Manuel Montes-y-G&oa...
CICLING
2005
Springer
14 years 5 months ago
Name Discrimination by Clustering Similar Contexts
It is relatively common for different people or organizations to share the same name. Given the increasing amount of information available online, this results in the ever growing...
Ted Pedersen, Amruta Purandare, Anagha Kulkarni
CICLING
2005
Springer
14 years 5 months ago
A Mapping Between Classifiers and Training Conditions for WSD
This paper studies performance of various classifiers for Word Sense Disambiguation considering different training conditions. Our preliminary results indicate that the number and ...
Aarón Pancardo-Rodríguez, Manuel Mon...
CICLING
2005
Springer
14 years 5 months ago
A Supervised Clustering Method for Text Classification
This paper describes a supervised three-tier clustering method for classifying students’ essays of qualitative physics in the Why2-Atlas tutoring system. Our main purpose of cate...
Umarani Pappuswamy, Dumisizwe Bhembe, Pamela W. Jo...
CICLING
2005
Springer
14 years 5 months ago
Automatic Annotation of Corpora for Text Summarisation: A Comparative Study
This paper presents two methods which automatically produce annotated corpora for text summarisation on the basis of human abstracts. Both methods identify a set of sentences from ...
Constantin Orasan
CICLING
2005
Springer
14 years 5 months ago
Customisable Semantic Analysis of Texts
Vivi Nastase, Stan Szpakowicz
CICLING
2005
Springer
14 years 5 months ago
Instance Pruning by Filtering Uninformative Words: An Information Extraction Case Study
In this paper we present a novel instance pruning technique for Information Extraction (IE). In particular, our technique filters out uninformative words from texts on the basis o...
Alfio Massimiliano Gliozzo, Claudio Giuliano, Raff...
CICLING
2005
Springer
14 years 5 months ago
Experiment on Combining Sources of Evidence for Passage Retrieval
Passage retrieval consists in identifying short but informative runs of a long text, given a specific user query. We discuss the sources of evidence that help choosing likely high-...
Alexander F. Gelbukh, Namo Kang, Sang-Yong Han