A review of the state-of-the-art in automatic post-editing
This article presents a review of the evolution of automatic post-editing, a term that describes
methods to improve the output of machine translation systems, based on knowledge …
methods to improve the output of machine translation systems, based on knowledge …
[PDF][PDF] Findings of the 2011 workshop on statistical machine translation
This paper presents the results of the WMT11 shared tasks, which included a translation
task, a system combination task, and a task for machine translation evaluation metrics. We …
task, a system combination task, and a task for machine translation evaluation metrics. We …
THEaiTRE: Artificial intelligence to write a theatre play
We present THEaiTRE, a starting project aimed at automatic generation of theatre play
scripts. This paper reviews related work and drafts an approach we intend to follow. We plan …
scripts. This paper reviews related work and drafts an approach we intend to follow. We plan …
[PDF][PDF] Exploring the planet of the apes: a comparative study of state-of-the-art methods for mt automatic post-editing
R Chatterjee, M Weller, M Negri… - Proceedings of the 53rd …, 2015 - aclanthology.org
Downstream processing of machine translation (MT) output promises to be a solution to
improve translation quality, especially when the MT system's internal decoding process is …
improve translation quality, especially when the MT system's internal decoding process is …
[图书][B] Syntax-based statistical machine translation
This unique book provides a comprehensive introduction to the most popular syntax-based
statistical machine translation models, filling a gap in the current literature for researchers …
statistical machine translation models, filling a gap in the current literature for researchers …
[PDF][PDF] A neural network based approach to automatic post-editing
We present a neural network based automatic post-editing (APE) system to improve raw
machine translation (MT) output. Our neural model of APE (NNAPE) is based on a …
machine translation (MT) output. Our neural model of APE (NNAPE) is based on a …
A transformer-based multi-source automatic post-editing system
This paper presents our English–German Automatic Post-Editing (APE) system submitted to
the APE Task organized at WMT 2018 (Chatterjee et al., 2018). The proposed model is an …
the APE Task organized at WMT 2018 (Chatterjee et al., 2018). The proposed model is an …
[PDF][PDF] Translation quality and productivity: A study on rich morphology languages
This paper introduces a unique large-scale machine translation dataset with various levels
of human annotation combined with automatically recorded productivity features such as …
of human annotation combined with automatically recorded productivity features such as …
[图书][B] Neural automatic post-editing using prior alignment and reranking
We present a second-stage machine translation (MT) system based on a neural machine
translation (NMT) approach to automatic post-editing (APE) that improves the translation …
translation (NMT) approach to automatic post-editing (APE) that improves the translation …
Statistical machine translation enhancements through linguistic levels: A survey
MR Costa-Jussá, M Farrús - ACM Computing Surveys (CSUR), 2014 - dl.acm.org
Machine translation can be considered a highly interdisciplinary and multidisciplinary field
because it is approached from the point of view of human translators, engineers, computer …
because it is approached from the point of view of human translators, engineers, computer …