Referential Translation Machines for Predicting Translation Quality
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Summary
Ref referential translation machines remove the need to access any SMT system specific information or prior knowledge of the training data or models used when generating the translations and achieve the top performance in WMT13 quality estimation task (QET13).
- Type
- article
- Published
- 2014-06-26
- Cited by
- 25
- References
- 46
- Access
- Open access
- OpenAlex
- https://openalex.org/W99956235
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:1551956
Keywords
Machine translation, Computer science, Artificial intelligence, Natural language processing, Translation (biology)
References
- Tregex and Tsurgeon: tools for querying and manipulating tree data structures
- FBK-UEdin Participation to the WMT13 Quality Estimation Shared Task
- SRILM - an extensible language modeling toolkit
- Building a Large Annotated Corpus of English: The Penn Treebank
- UKP: Computing Semantic Textual Similarity by Combining Multiple Content Similarity Measures
- Learning syntactic structure
- Consensus ontologies in socially interacting MultiAgent systems
- A tutorial on support vector regression
- Predicting sentence translation quality using extrinsic and language independent features
- The Mathematics of Statistical Machine Translation: Parameter Estimation
- Discriminative Training Methods for Hidden Markov Models: Theory and Experiments with Perceptron Algorithms
- Fluency, Adequacy, or HTER? Exploring Different Human Judgments with a Tunable MT Metric
- Extremely randomized trees
- Optimizing Instance Selection for Statistical Machine Translation with Feature Decay Algorithms
- Automatic evaluation of machine translation quality using n-gram co-occurrence statistics
- Bleu: a Method for Automatic Evaluation of Machine Translation
- QuEst – Design, Implementation and Extensions of a Framework for Machine Translation Quality Estimation
- RTM-DCU: Referential Translation Machines for Semantic Similarity
- Instance Selection for Machine Translation using Feature Decay Algorithms
- Moses: Open Source Toolkit for Statistical Machine Translation
Cited by
- Optimizing Instance Selection for Statistical Machine Translation with Feature Decay Algorithms
- RTM-DCU: Predicting Semantic Similarity with Referential Translation Machines
- RTM-DCU: Referential Translation Machines for Semantic Similarity
- Target-Centric Features for Translation Quality Estimation
- The role of syntax and semantics in machine translation and quality estimation of machine-translated user-generated content
- Referential Translation Machines for Predicting Translation Quality and Related Statistics
- Workshop and Shared Task Proceedings
- Multi-level Translation Quality Prediction with QuEst++
- Using on-line available sources of bilingual information for word-level machine translation quality estimation
- Findings of the 2015 Workshop on Statistical Machine Translation
- Correlations of perceived post-editing effort with measurements of actual effort
- Findings of the 2014 Workshop on Statistical Machine Translation
- Referential translation machines for predicting semantic similarity
- Referential Translation Machines for Predicting Translation Performance
- Document-level machine translation quality estimation
- Correlating decoding events with errors in Statistical Machine Translation
- Towards a post-editing recommendation system for Spanish-Basque machine translation
- Word-Level Quality Estimation for Korean-English Neural Machine Translation
- Automatic Prediction of the Performance of Every Parser
- Large Scale Translation Quality Estimation
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