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ESANN
2001
15 years 3 months ago
Weight initialization methods for multilayer feedforward
In this paper, we present the results of an experimental comparison among seven different weight initialization methods in twelve different problems. The comparison is performed by...
Mercedes Fernández-Redondo, Carlos Hern&aac...
NAACL
2003
15 years 3 months ago
Adaptation Using Out-of-Domain Corpus within EBMT
In order to boost the translation quality of EBMT based on a small-sized bilingual corpus, we use an out-of-domain bilingual corpus and, in addition, the language model of an indo...
Takao Doi, Eiichiro Sumita, Hirofumi Yamamoto
ACL
1998
15 years 3 months ago
Target Word Selection as Proximity in Semantic Space
Lexical selection is a significant problem for widecoverage machine translation: depending on the context, a given source language word can often be translated into different targ...
Scott McDonald
128
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CLEF
2007
Springer
15 years 8 months ago
Robust Retrieval Experiments at the University of Hildesheim
This paper reports on experiments submitted for the robust task at CLEF 2007. We applied a system previously tested for ad-hoc retrieval. Experiments were focused on the effect of...
Ben Heuwing, Thomas Mandl
ACL
2007
15 years 3 months ago
Automatic Acquisition of Ranked Qualia Structures from the Web
This paper presents an approach for the automatic acquisition of qualia structures for nouns from the Web and thus opens the possibility to explore the impact of qualia structures...
Philipp Cimiano, Johanna Wenderoth