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EMNLP
2008
15 years 6 months ago
Multilingual Subjectivity Analysis Using Machine Translation
Although research in other languages is increasing, much of the work in subjectivity analysis has been applied to English data, mainly due to the large body of electronic resource...
Carmen Banea, Rada Mihalcea, Janyce Wiebe, Samer H...
LREC
2008
99views Education» more  LREC 2008»
15 years 6 months ago
Evaluating and Extending the Coverage of HPSG Grammars: A Case Study for German
In this work, we examine and attempt to extend the coverage of a German HPSG grammar. We use the grammar to parse a corpus of newspaper text and evaluate the proportion of sentenc...
Jeremy Nicholson, Valia Kordoni, Yi Zhang 0003, Ti...
LREC
2008
134views Education» more  LREC 2008»
15 years 6 months ago
Evaluation of Lexical Resources and Semantic Networks on a Corpus of Mental Associations
When a user cannot find a word, he may think of semantically related words that could be used into an automatic process to help him. This paper presents an evaluation of lexical r...
Laurianne Sitbon, Patrice Bellot, Philippe Blache
136
Voted
NIPS
2008
15 years 6 months ago
Sparse probabilistic projections
We present a generative model for performing sparse probabilistic projections, which includes sparse principal component analysis and sparse canonical correlation analysis as spec...
Cédric Archambeau, Francis Bach
131
Voted
NIPS
2008
15 years 6 months ago
A Scalable Hierarchical Distributed Language Model
Neural probabilistic language models (NPLMs) have been shown to be competitive with and occasionally superior to the widely-used n-gram language models. The main drawback of NPLMs...
Andriy Mnih, Geoffrey E. Hinton