Neural Networks for Pattern Recognition
Neural Networks for Pattern Recognition
Text Prediction with Fuzzy Alignments
AMTA '02 Proceedings of the 5th Conference of the Association for Machine Translation in the Americas on Machine Translation: From Research to Real Users
The mathematics of statistical machine translation: parameter estimation
Computational Linguistics - Special issue on using large corpora: II
Incorporating position information into a Maximum Entropy/Minimum Divergence translation model
ConLL '00 Proceedings of the 2nd workshop on Learning language in logic and the 4th conference on Computational natural language learning - Volume 7
User-friendly text prediction for translators
EMNLP '02 Proceedings of the ACL-02 conference on Empirical methods in natural language processing - Volume 10
A formal approach to score normalization for meta-search
HLT '02 Proceedings of the second international conference on Human Language Technology Research
The Long-Term Forecast for Weather Bulletin Translation
Machine Translation
Confidence estimation for NLP applications
ACM Transactions on Speech and Language Processing (TSLP)
Confidence estimation for machine translation
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Word-level confidence estimation for machine translation using phrase-based translation models
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Corrective feedback and persistent learning for information extraction
Artificial Intelligence
Word-Level Confidence Estimation for Machine Translation
Computational Linguistics
Combining resources with confidence measures for cross language information retrieval
Proceedings of the ACM first Ph.D. workshop in CIKM
Interactive information extraction with constrained conditional random fields
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
Confidence estimation for information extraction
HLT-NAACL-Short '04 Proceedings of HLT-NAACL 2004: Short Papers
Reducing labeling effort for structured prediction tasks
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 2
Corrective feedback and persistent learning for information extraction
Artificial Intelligence
N-gram posterior probabilities for statistical machine translation
StatMT '06 Proceedings of the Workshop on Statistical Machine Translation
Confidence measure for word alignment
ACL '09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 2 - Volume 2
Machine translation evaluation versus quality estimation
Machine Translation
Error detection for statistical machine translation using linguistic features
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
ACLShort '10 Proceedings of the ACL 2010 Conference Short Papers
"This sentence is wrong." Detecting errors in machine-translated sentences
Machine Translation
Active learning for interactive machine translation
EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
Dimensionality reduction methods for machine translation quality estimation
Machine Translation
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The purpose of this work is to investigate the use of machine learning approaches for confidence estimation within a statistical machine translation application. Specifically, we attempt to learn probabilities of correctness for various model predictions, based on the native probabilites (i.e. the probabilites given by the original model) and on features of the current context. Our experiments were conducted using three original translation models and two types of neural nets (single-layer and multilayer perceptrons) for the confidence estimation task.