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[PDF] Top 20 Bilingual Sentiment Consistency for Statistical Machine Translation

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Bilingual Sentiment Consistency for Statistical Machine Translation

Bilingual Sentiment Consistency for Statistical Machine Translation

... proposed sentiment fea- tures (the last system in Table ...one sentiment word―in this evaluation, we target the sentences that may convey some senti- ...with sentiment feature were ...considering ... See full document

9

Handling Ambiguities of Bilingual Predicate Argument Structures for Statistical Machine Translation

Handling Ambiguities of Bilingual Predicate Argument Structures for Statistical Machine Translation

... during translation, the Gap PASs, which account for 47% (1539/3241) of all matching PASs, might be handled inappro- priately in the PAS-based translation ...for translation. The translation ... See full document

10

Investigating Connectivity and Consistency Criteria for Phrase Pair Extraction in Statistical Machine Translation

Investigating Connectivity and Consistency Criteria for Phrase Pair Extraction in Statistical Machine Translation

... A parallel corpus, i.e., a collection of sentences in a source and a target language, which are trans- lations of each other, is a core ingredient of ev- ery SMT system. It serves the purpose of training data, i.e., data ... See full document

9

Example Based Paraphrasing for Improved Phrase Based Statistical Machine Translation

Example Based Paraphrasing for Improved Phrase Based Statistical Machine Translation

... improve Statistical Machine Translation, which require external data in the form of additional parallel bilingual corpora (Callison-Burch et ...each translation for that ... See full document

11

Dependency Based Bilingual Language Models for Reordering in Statistical Machine Translation

Dependency Based Bilingual Language Models for Reordering in Statistical Machine Translation

... In statistical machine translation (SMT) reorder- ing (also called distortion) refers to the order in which source words are translated to generate the translation in the target ...English ... See full document

12

Identification of Bilingual Terms from Monolingual Documents for Statistical Machine Translation

Identification of Bilingual Terms from Monolingual Documents for Statistical Machine Translation

... their bilingual dictionary by using redirection page titles and anchor text within ...term translation pairs, the authors use the backward link information to prove if a redirect page title or an anchor ... See full document

10

Identifying bilingual Multi-Word Expressions for Statistical Machine Translation

Identifying bilingual Multi-Word Expressions for Statistical Machine Translation

... other statistical based meth- ods to align MWE S ...system, bilingual MWE S may also be integrated into other MT models such as rule-based transla- tion ... See full document

6

Improve Statistical Machine Translation with Context Sensitive Bilingual Semantic Embedding Model

Improve Statistical Machine Translation with Context Sensitive Bilingual Semantic Embedding Model

... a bilingual embedding model that can capture dis- criminative contextual information for each fo- cused ...tive bilingual embedding, we extract context fea- tures nearby a focused phrase that will discrimi- ... See full document

5

Improving Statistical Machine Translation Accuracy Using Bilingual Lexicon Extractionwith Paraphrases

Improving Statistical Machine Translation Accuracy Using Bilingual Lexicon Extractionwith Paraphrases

... for translation model learn- ...the translation pairs in the translation model for comparable feature ...original translation pairs with the vectors of their ...the translation model ... See full document

10

Toward Statistical Machine Translation without Parallel Corpora

Toward Statistical Machine Translation without Parallel Corpora

... accurate translation probability estimates is insufficient to produce high quality ...replace bilingual estimation of phrase- and lexical-translation probabilities, making a signifi- cant step ... See full document

11

Empirical Study of Unsupervised Chinese Word Segmentation Methods for SMT on Large scale Corpora

Empirical Study of Unsupervised Chinese Word Segmentation Methods for SMT on Large scale Corpora

... for statistical machine translation (SMT) without annotated data, and bilin- gual UWS can even optimize segmenta- tion for ...their bilingual counterparts have only been carried out on small ... See full document

7

Post Editing System For Statistical Machine Translation

Post Editing System For Statistical Machine Translation

... of machine translation outputs are where the authors successfully performed statistical post-editing (SPE) of rule-based machine translation ...massive translation quality ...a ... See full document

6

Neural Network Based Bilingual Language Model Growing for Statistical Machine Translation

Neural Network Based Bilingual Language Model Growing for Statistical Machine Translation

... Philipp Koehn, Hieu Hoang, Alexandra Birch, Chris Callison-Burch, Marcello Federico, Nicola Bertol- di, Brooke Cowan, Wade Shen, Christine Moran, Richard Zens, Chris Dyer, Ondrej Bojar, Alexan- dra Constantin, and Evan ... See full document

7

Learning Bilingual Linguistic Reordering Model for Statistical Machine Translation

Learning Bilingual Linguistic Reordering Model for Statistical Machine Translation

... There have been much effort made to improve reordering model in SMT. For example, research- ers have been studying CKY parsing over the last decade, which considers translations and orienta- tions of two neighboring ... See full document

9

Passive and Pervasive Use of Bilingual Dictionary in Statistical Machine Translation

Passive and Pervasive Use of Bilingual Dictionary in Statistical Machine Translation

... use bilingual dictionary in statistical ma- chine translation: (i) the passive approach of appending the parallel training data with a bilingual dictionary and (ii) the per- vasive approach of ... See full document

5

Bilingual Correspondence Recursive Autoencoder for Statistical Machine Translation

Bilingual Correspondence Recursive Autoencoder for Statistical Machine Translation

... for bilingual phrases in the context of SMT, inspired by the suc- cess of work on monolingual phrase embeddings (Socher et ...of bilingual phrase embeddings in these efforts is normally interacted and ... See full document

11

Bilingual Cluster Based Models for Statistical Machine Translation

Bilingual Cluster Based Models for Statistical Machine Translation

... the machine translation system was the direct textual output from an automatic speech recognition (ASR) decoder that was a component of a speech- to-speech translation ...the translation ... See full document

10

Preprocessing on bilingual data for Statistical Machine Translation

Preprocessing on bilingual data for Statistical Machine Translation

... The approach used by the SMT translation models is called string rewriting. It is described in detail by Brown et al [6]. String rewriting essentially replaces the words in a sentence with their translations, then ... See full document

47

Bilingual Sense Similarity for Statistical Machine Translation

Bilingual Sense Similarity for Statistical Machine Translation

... to statistical machine trans- lation by computing the sense similarity be- tween the source and target side of translation rule ...the translation model to im- prove translation ... See full document

10

Urdu to English Machine Translation using Bilingual Evaluation Understudy

Urdu to English Machine Translation using Bilingual Evaluation Understudy

... is Statistical Machine Translation ...in machine translation between languages with significant word order differences ...Based Machine Translation (EBMT) that translates ... See full document

8

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