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LREC
2008
107views Education» more  LREC 2008»
13 years 6 months ago
Exploring and Navigating: Tools for GermaNet
GermaNet is regarded to be a valuable resource for many German NLP applications, corpus research, and teaching. This demo presents three GUI-based tools meant to facilitate the ex...
Marc Finthammer, Irene M. Cramer
LREC
2008
140views Education» more  LREC 2008»
13 years 6 months ago
Corpus-based Semantic Relatedness for the Construction of Polish WordNet
The construction of a wordnet, a labour-intensive enterprise, can be significantly assisted by automatic grouping of lexical material and discovery of lexical semantic relations. ...
Bartosz Broda, Magdalena Derwojedowa, Maciej Piase...
IJCAI
2007
13 years 6 months ago
Computing Semantic Relatedness Using Wikipedia-based Explicit Semantic Analysis
Computing semantic relatedness of natural language texts requires access to vast amounts of common-sense and domain-specific world knowledge. We propose Explicit Semantic Analysi...
Evgeniy Gabrilovich, Shaul Markovitch
EMNLP
2007
13 years 6 months ago
Lexical Semantic Relatedness with Random Graph Walks
Many systems for tasks such as question answering, multi-document summarization, and information retrieval need robust numerical measures of lexical relatedness. Standard thesauru...
Thad Hughes, Daniel Ramage
LREC
2010
199views Education» more  LREC 2010»
13 years 6 months ago
A Random Graph Walk based Approach to Computing Semantic Relatedness Using Knowledge from Wikipedia
Determining semantic relatedness between words or concepts is a fundamental process to many Natural Language Processing applications. Approaches for this task typically make use o...
Ziqi Zhang, Anna Lisa Gentile, Lei Xia, José...
ECIR
2010
Springer
13 years 6 months ago
Semantically Enhanced Term Frequency
In this paper, we complement the term frequency, which is used in many bag-of-words based information retrieval models, with information about the semantic relatedness of query and...
Christof Müller, Iryna Gurevych
ACL
2007
13 years 6 months ago
An API for Measuring the Relatedness of Words in Wikipedia
We present an API for computing the semantic relatedness of words in Wikipedia.
Simone Paolo Ponzetto, Michael Strube
ESWS
2008
Springer
13 years 6 months ago
Concept Search: Semantics Enabled Syntactic Search
Abstract. Historically, information retrieval (IR) has followed two principally different paths that we call syntactic IR and semantic IR. In syntactic IR, terms are represented as...
Fausto Giunchiglia, Uladzimir Kharkevich, Ilya Zai...
TSD
2001
Springer
13 years 9 months ago
Finding Semantically Related Words in Large Corpora
The paper deals with the linguistic problem of fully automatic grouping of semantically related words. We discuss the measures of semantic relatedness of basic word forms and descr...
Pavel Smrz, Pavel Rychlý
TAL
2004
Springer
13 years 9 months ago
Ontology-Based Feature Transformations: A Data-Driven Approach
Abstract. We present a novel approach to incorporating semantic information to the problems of natural language processing, in particular to the document classification task. The ...
Filip Ginter, Sampo Pyysalo, Jorma Boberg, Jouni J...