Hierarchical phrase-based translation
WebA principal weakness of conventional (i.e., non-hierarchical) phrase-based statistical machine translation is that it can only exploit continuous phrases. In this paper, we … WebPhrase-based Models. Philipp Koehn, Franz J. Och, and Daniel Marcu. 2003. Statistical Phrase-Based Translation. In Proceedings of NAACL 2003. (Citation: 3,516) Michel …
Hierarchical phrase-based translation
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WebThis paper compares several translation representations for a synchronous context-free grammar parse including CFGs/hypergraphs, finite-state automata (FSA), and pushdown automata, and introduces a two-pass search strategy which is analyzed in terms of search errors and translation performance. This paper compares several translation … Web1 de jun. de 2007 · Abstract. We present a statistical machine translation model that uses hierarchical phrases—phrases that contain subphrases. The model is formally a …
Weberarchical phrases. It combined fundamental ideas from both syntax based translation and phrase based translation. The advantage of this approach is that hier-archical phrases have recursive structures in-stead of simple phrases. This higher level of abstraction of this approach, further improved the accuracy of SMT system. Approaches to Web1 de jan. de 2011 · Hierarchical phrase-based machine translation can capture global reordering with synchronous context-free grammar, but has little ability to evaluate the correctness of word orderings during decoding.
Web16 de dez. de 2024 · NiuTrans.SMT is an open-source statistical machine translation system developed by a joint team from NLP Lab. at Northeastern University and the NiuTrans Team. The NiuTrans system is fully developed in C++ language. So it runs fast and uses less memory. Currently it supports phrase-based, hierarchical phrase-based … WebA hierarchical phrase-based model for statistical machine translation. In Proceedings of the 43rd annual meeting of the association for computational linguistics (ACL’05) (pp. 263–270). Ann Arbor, MI: Association for Computational Linguistics.
Web10 de jul. de 2012 · Hierarchical phrase-based (HPB) translation provides a powerful mechanism to capture both short and long distance phrase reorderings. However, the …
WebPhrase Reordering for Statistical Machine Translation Based on Predicate-Argument Structure In this paper, we describe a novel phrase reordering model based on predicate-argument structure. Our phrase reordering method utilizes a general predicate-argument structure analyzer to reorder source language chunks based on predicate-argument … how many frog breeds are in canadaWeb29 de nov. de 2011 · Iglesias G, de Gispert A, Banga ER, Byrne W (2009) Hierarchical phrase-based translation with weighted finite state transducers. In: Proceedings of human language technologies: the 2009 annual conference of the North American chapter of the Association for Computational Linguistics. Association for Computational Linguistics, … how many frilled sharks are leftWebThis paper describes an open source implementation of the crucial algorithms presented in (Lopez, 2008) which allow direct run-time calculation of SCFG translation rules in Joshua. Hierarchical Phrase-Based Grammar Extraction in Joshua: While example-based machine translation has long used corpus information at run-time, statistical phrase-based … how many friends seasonsWeb1 de jan. de 2011 · Hierarchical phrase-based machine translation can capture global reordering with synchronous context-free grammar, but has little ability to evaluate the … how many frog pokemon are thereWebImplementations of such phrase-based models of trans-lation have been shown to outperform all existing trans-lation systems for some language pairs [4]. Currently most prominent is the online translation service of Google that follows this approach.1 2.2. Hierarchical Phrase-Based Models However, phrase-based methods fail to capture to … how many frogs are in animal crossingWeb4 de jun. de 2024 · Their model was based on a weighted synchronous Context Free Grammar. The model built partial translations using the hierarchical phrases and then … how many frog legs in a poundWeb12 de fev. de 2014 · Jane supports state-of-the-art techniques for phrase-based and hierarchical phrase-based machine translation. ... D. Vilar, D. Stein, M. Huck, and H. Ney. Jane: Open Source Hierarchical Translation, Extended with Reordering and Lexicon Models. In ACL 2010 Joint Fifth Workshop on Statistical Machine Translation and … how many frog and toad books are there