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» Natural Language Analysis for Semantic Document Modeling
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TOSEM
2002
93views more  TOSEM 2002»
15 years 5 months ago
Alloy: a lightweight object modelling notation
Alloy is a little language for describing structural properties. It offers a declaration syntax compatible with graphical object models, and a set-based formula syntax powerful en...
Daniel Jackson
SIGIR
2005
ACM
15 years 12 months ago
Relation between PLSA and NMF and implications
Non-negative Matrix Factorization (NMF, [5]) and Probabilistic Latent Semantic Analysis (PLSA, [4]) have been successfully applied to a number of text analysis tasks such as docum...
Éric Gaussier, Cyril Goutte
CORR
2006
Springer
114views Education» more  CORR 2006»
15 years 6 months ago
Dealing with Metonymic Readings of Named Entities
The aim of this paper is to propose a method for tagging named entities (NE), using natural language processing techniques. Beyond their literal meaning, named entities are freque...
Thierry Poibeau
CICLING
2010
Springer
15 years 6 months ago
A Distributional Semantics Approach to Simultaneous Recognition of Multiple Classes of Named Entities
Named Entity Recognition and Classification is being studied for last two decades. Since semantic features take huge amount of training time and are slow in inference, the existing...
Siddhartha Jonnalagadda, Robert Leaman, Trevor Coh...
RIAO
2004
15 years 7 months ago
Ontologies as Background Knowledge to Explore Document Collections
This paper introduces a new approach to provide users with solutions to explore a domain via an information space. A key point in our approach is that information searching and ex...
Nathalie Aussenac-Gilles, Josiane Mothe