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ILP
2004
Springer
15 years 3 months ago
Improving Rule Evaluation Using Multitask Learning
Abstract. This paper introduces Deft, a new multitask learning approach for rule learning algorithms. Like other multitask learning systems, the one proposed here is able to improv...
Mark D. Reid
ICASSP
2010
IEEE
14 years 10 months ago
Improved statistical models for SMT-based speaking style transformation
Automatic speech recognition (ASR) results contain not only ASR errors, but also disfluencies and colloquial expressions that must be corrected to create readable transcripts. We...
Graham Neubig, Yuya Akita, Shinsuke Mori, Tatsuya ...
ACL
2006
14 years 11 months ago
Extracting Parallel Sub-Sentential Fragments from Non-Parallel Corpora
We present a novel method for extracting parallel sub-sentential fragments from comparable, non-parallel bilingual corpora. By analyzing potentially similar sentence pairs using a...
Dragos Stefan Munteanu, Daniel Marcu
TSD
2005
Springer
15 years 3 months ago
The VoiceTRAN Speech-to-Speech Communicator
The paper presents the design concept of the VoiceTRAN Communicator that integrates speech recognition, machine translation and text-to-speech synthesis using the DARPA Galaxy arch...
Jerneja Zganec-Gros, France Mihelic, Tomaz Erjavec...
NAACL
2010
14 years 7 months ago
Predicting Human-Targeted Translation Edit Rate via Untrained Human Annotators
In the field of machine translation, automatic metrics have proven quite valuable in system development for tracking progress and measuring the impact of incremental changes. Howe...
Omar Zaidan, Chris Callison-Burch