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» Natural Language Analysis for Semantic Document Modeling
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EACL
2006
ACL Anthology
13 years 6 months ago
Computing Term Translation Probabilities with Generalized Latent Semantic Analysis
Term translation probabilities proved an effective method of semantic smoothing in the language modelling approach to information retrieval. We use Generalized Latent Semantic Ana...
Irina Matveeva, Gina-Anne Levow
KDD
2009
ACM
200views Data Mining» more  KDD 2009»
13 years 11 months ago
Visual analysis of documents with semantic graphs
In this paper, we present a technique for visual analysis of documents based on the semantic representation of text in the form of a directed graph, referred to as semantic graph....
Delia Rusu, Blaz Fortuna, Dunja Mladenic, Marko Gr...
EMNLP
2010
13 years 2 months ago
Evaluating Models of Latent Document Semantics in the Presence of OCR Errors
Models of latent document semantics such as the mixture of multinomials model and Latent Dirichlet Allocation have received substantial attention for their ability to discover top...
Daniel David Walker, William B. Lund, Eric K. Ring...
DL
1994
Springer
191views Digital Library» more  DL 1994»
13 years 8 months ago
Corpus Linguistics for Establishing The Natural Language Content of Digital Library Documents
Digital Libraries will hold huge amounts of text and other forms of information. For the collections to be maximally useful, they must be highly organized with useful indexes and ...
Robert P. Futrelle, Xiaolan Zhang 0002, Yumiko Sek...
EPIA
1989
Springer
13 years 8 months ago
Semantic Analysis of Time and Tense in Natural Language: An Implementation
In this paper a model for temporal references in natural language (NL) is studied and a Prolog implementation of it is presented. This model is intended to be a common framework f...
Nelma Moreira