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NAACL
2010
14 years 11 months ago
Task-based Evaluation of Multiword Expressions: a Pilot Study in Statistical Machine Translation
We conduct a pilot study for task-oriented evaluation of Multiword Expression (MWE) in Statistical Machine Translation (SMT). We propose two different integration strategies for M...
Marine Carpuat, Mona Diab
119
Voted
ACL
2010
14 years 12 months ago
Bilingual Sense Similarity for Statistical Machine Translation
This paper proposes new algorithms to compute the sense similarity between two units (words, phrases, rules, etc.) from parallel corpora. The sense similarity scores are computed ...
Boxing Chen, George F. Foster, Roland Kuhn
AMTA
2004
Springer
15 years 5 months ago
The Significance of Recall in Automatic Metrics for MT Evaluation
Recent research has shown that a balanced harmonic mean (F1 measure) of unigram precision and recall outperforms the widely used BLEU and NIST metrics for Machine Translation evalu...
Alon Lavie, Kenji Sagae, Shyamsundar Jayaraman
PRIS
2008
15 years 3 months ago
Using a Bilingual Context in Word-Based Statistical Machine Translation
Abstract. In statistical machine translation, phrase-based translation (PBT) models lead to a significantly better translation quality over single-word-based (SWB) models. PBT mode...
Christoph Schmidt, David Vilar, Hermann Ney
131
Voted
EMNLP
2006
15 years 3 months ago
The impact of parse quality on syntactically-informed statistical machine translation
We investigate the impact of parse quality on a syntactically-informed statistical machine translation system applied to technical text. We vary parse quality by varying the amoun...
Chris Quirk, Simon Corston-Oliver