Search Results - Syntax-based Translation Models

Syntax-Based Translation With Bilingually Lexicalized Synchronous Tree Substitution Grammars by Zhang, Jiajun, Zhai, Feifei, Zong, Chengqing

“…Syntax-based models can significantly improve the translation performance due to their grammatical modeling on one or both language side…”
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Bangla-BERT: Transformer-Based Efficient Model for Transfer Learning and Language Understanding by Md. Kowsher, Abdullah As Sami, Nusrat Jahan Prottasha, Mohammad Shamsul Arefin, Pranab Kumar Dhar, Takeshi Koshiba

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Syntax-based reordering for statistical machine translation by Khalilov, Maxim, Fonollosa, José A.R.

“… In this paper, we develop an approach called syntax-based reordering (SBR) to handling the fundamental problem of word ordering for statistical machine translation (SMT…”
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Leveraging Grammatical Roles for Measuring Semantic Similarity Between Texts by Md. Atabuzzaman, Md Shajalal, M. Elius Ahmed, Masud Ibn Afjal, Masaki Aono

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Improve syntax-based translation using deep syntactic structures by Wu, Xianchao, Matsuzaki, Takuya, Tsujii, Jun'ichi

“… representation.Considering the abundant information included in the deep syntactic structures, it is interesting to investigate whether or not they improve the traditional syntax-based translation models based on PCFG parsers…”
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Syntax-based reordering model for phrasal statistical machine translation by XUE Yong-zeng, LI Sheng, ZHAO Tie-jun, YANG Mu-yun

“…To deal with the long-distance reordering, a linguistically syntax-based reordering model was presented for phrasal statistical machine translation…”
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A syntax-based statistical translation model by Yamada, Kenji

“…A statistical translation model is a mathematical model for the process of human-language translation…”
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Syntax-based Language Models for Statistical Machine Translation by Post, Matthew John

“…The goal of machine translation is to develop algorithms that produce human-quality translations of natural language sentences…”
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Syntax-based reordering model for phrasal statistical machine translation by XUE Yong-zeng, LI Sheng, ZHAO Tie-jun, YANG Mu-yun

“…To deal with the long-distance reordering, a linguistically syntax-based reordering model was presented for phrasal statistical machine translation…”
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US Patent Issued to University of Southern California on July 3 for "Syntax-Based Statistical Translation Model" (California Inventors)

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Crosslingual and Multilingual Construction of Syntax-Based Vector Space Models by Utt, Jason, Padó, Sebastian

“… In this paper, we develop a number of methods to overcome this obstacle. We describe (a) a approach that constructs a syntax-based model for a new language requiring only an English resource and a translation lexicon; and (b…”
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Machine translation and its evaluation: a study by Mondal, Subrota Kumar, Zhang, Haoxi, Kabir, H. M. Dipu, Ni, Kan, Dai, Hong-Ning

“… Meanwhile, the detailed translation models are also presented, such as the word-based model, syntax-based model, and phrase-based model in statistical machine translation…”
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A Substitution-Translation-Restoration Framework for Handling Unknown Words in Statistical Machine Translation by Zhang, Jia-Jun, Zhai, Fei-Fei, Zong, Cheng-Qing

“…Unknown words are one of the key factors that greatly affect the translation quality…”
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Advances in syntax-based Malay-English speech translation by Bing Xiang, Bowen Zhou, Cmejrek, M.

“… During this work, we generated linguistics-driven hierarchical rules to enhance the formal syntax-based translation model…”
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Incorporating target language semantic roles into a string-to-tree translation model by Su, Chao, Guo, Yu-hang, Huang, He-yan, Shi, Shu-min, Feng, Chong

“…The string-to-tree model is one of the most successful syntax-based statistical machine translation(SMT) models…”
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Syntax- and semantic-based reordering in hierarchical phrase-based statistical machine translation by Kazemi, Arefeh, Toral, Antonio, Way, Andy, Monadjemi, Amirhassan, Nematbakhsh, Mohammadali

“…•A syntax-based reordering model (RM) for SMT system is proposed.•Our RM predicts the orientation between syntactic dependants of the source sentence…”
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Statistical Machine Translation for Speech: A Perspective on Structures, Learning, and Decoding by Zhou, Bowen

“… We further inspect the synchronous context-free grammar (SCFG)-based formalism that includes hierarchical phrase-based and many linguistically syntax-based models…”
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Syntax-based data augmentation for Hungarian-English machine translation by Nagy, Attila, Nanys, Patrick, Balázs Frey Konrád, Bial, Bence, Ács, Judit

“… Furthermore, we present results on an ongoing work about syntax-based augmentation for neural machine translation…”
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The impact of parsing accuracy on syntax-based SMT by Hao Zhang, Huizhen Wang, Tong Xiao, Jingbo Zhu

“…In statistical machine translation (SMT), syntax-based models generally rely on the syntactic information provided by syntactic parsers in source language, target language or both of…”
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Phrase Dependency Machine Translation with Quasi-Synchronous Tree-to-Tree Features by Kevin Gimpel, Noah A. Smith

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