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EMNLP
2004
13 years 6 months ago
Statistical Significance Tests for Machine Translation Evaluation
If two translation systems differ differ in performance on a test set, can we trust that this indicates a difference in true system quality? To answer this question, we describe b...
Philipp Koehn
JMLR
2011
187views more  JMLR 2011»
13 years 8 days ago
Exploitation of Machine Learning Techniques in Modelling Phrase Movements for Machine Translation
We propose a distance phrase reordering model (DPR) for statistical machine translation (SMT), where the aim is to learn the grammatical rules and context dependent changes using ...
Yizhao Ni, Craig Saunders, Sándor Szedm&aac...
ACL
2001
13 years 6 months ago
A Machine Learning Approach to the Automatic Evaluation of Machine Translation
We present a machine learning approach to evaluating the wellformedness of output of a machine translation system, using classifiers that learn to distinguish human reference tran...
Simon Corston-Oliver, Michael Gamon, Chris Brocket...
LREC
2010
141views Education» more  LREC 2010»
13 years 6 months ago
Building a Textual Entailment Suite for the Evaluation of Automatic Content Scoring Technologies
Automatic content scoring for free-text responses has started to emerge as an application of Natural Language Processing in its own right, much like question answering or machine ...
Jana Z. Sukkarieh, Eleanor Bolge
COLING
1996
13 years 6 months ago
Corpus-based annotated test set for Machine Translation evaluation by an Industrial User
This article is concerned with the building of a test data set for assisting the industrial user in machine translation evaluation. The emphasis is laid on the interest of an appr...
Eva Dauphin, Veronika Lux