Author: Maria KunilovskayaPublisher:
ISBN:
Category :
Languages : en
Pages : 0
Book Description
This note is part of Quality testing.
Translationese indicators for human translation quality estimation
Author: Maria KunilovskayaPublisher:
ISBN:
Category :
Languages : en
Pages : 0
Book Description
This note is part of Quality testing.
Translationese Indicators for Human Translation Quality Estimation (based on English-to-Russian Translation of Mass-media Texts).
Author: Maria KunilovskayaQuality Estimation for Machine Translation
Author: Lucia SpeciaPublisher: Springer Nature
ISBN: 3031021681
Category : Computers
Languages : en
Pages : 148
Book Description
Many applications within natural language processing involve performing text-to-text transformations, i.e., given a text in natural language as input, systems are required to produce a version of this text (e.g., a translation), also in natural language, as output. Automatically evaluating the output of such systems is an important component in developing text-to-text applications. Two approaches have been proposed for this problem: (i) to compare the system outputs against one or more reference outputs using string matching-based evaluation metrics and (ii) to build models based on human feedback to predict the quality of system outputs without reference texts. Despite their popularity, reference-based evaluation metrics are faced with the challenge that multiple good (and bad) quality outputs can be produced by text-to-text approaches for the same input. This variation is very hard to capture, even with multiple reference texts. In addition, reference-based metrics cannot be used in production (e.g., online machine translation systems), when systems are expected to produce outputs for any unseen input. In this book, we focus on the second set of metrics, so-called Quality Estimation (QE) metrics, where the goal is to provide an estimate on how good or reliable the texts produced by an application are without access to gold-standard outputs. QE enables different types of evaluation that can target different types of users and applications. Machine learning techniques are used to build QE models with various types of quality labels and explicit features or learnt representations, which can then predict the quality of unseen system outputs. This book describes the topic of QE for text-to-text applications, covering quality labels, features, algorithms, evaluation, uses, and state-of-the-art approaches. It focuses on machine translation as application, since this represents most of the QE work done to date. It also briefly describes QE for several other applications, including text simplification, text summarization, grammatical error correction, and natural language generation.
Translation Quality Assessment
Author: Joss MoorkensPublisher: Springer
ISBN: 3319912410
Category : Computers
Languages : en
Pages : 292
Book Description
This is the first volume that brings together research and practice from academic and industry settings and a combination of human and machine translation evaluation. Its comprehensive collection of papers by leading experts in human and machine translation quality and evaluation who situate current developments and chart future trends fills a clear gap in the literature. This is critical to the successful integration of translation technologies in the industry today, where the lines between human and machine are becoming increasingly blurred by technology: this affects the whole translation landscape, from students and trainers to project managers and professionals, including in-house and freelance translators, as well as, of course, translation scholars and researchers. The editors have broad experience in translation quality evaluation research, including investigations into professional practice with qualitative and quantitative studies, and the contributors are leading experts in their respective fields, providing a unique set of complementary perspectives on human and machine translation quality and evaluation, combining theoretical and applied approaches.
Systemic Functional Linguistics and Translation Studies
Author: Mira KimPublisher: Bloomsbury Publishing
ISBN: 1350091871
Category : Language Arts & Disciplines
Languages : en
Pages : 260
Book Description
The field of translation studies has grown rapidly over recent decades, with critical questions being investigated across the globe. Drawing together this scattered research, Systemic Functional Linguistics and Translation Studies consolidates important propositions by drawing on systemic functional linguistics (SFL). Using the SFL dimensions of stratification, rank, axis and delicacy to show how languages are more similar or more different, this book provides a state-of-the-art critical assessment of the interaction between SFL and translation studies. Highlighting the major contribution SFL can make in developing translation theories, a team of world-leading experts investigate how intricate and wide-ranging translation questions, such as re-instantiation and multimodality, can be most efficiently explored through a detailed meaning- and function-oriented linguistic theory. Examining the theoretical concepts and practical applications of SFL in the translation of a range of languages, including Arabic, Chinese and Brazilian Portuguese, Systemic Functional Linguistics and Translation Studies provides a stimulus for new work spanning the two fields and suggests new directions for future research.
Extending the Scope of Corpus-Based Translation Studies
Author: Sylviane GrangerPublisher: Bloomsbury Publishing
ISBN: 1350143278
Category : Language Arts & Disciplines
Languages : en
Pages : 283
Book Description
With the rapid growth of corpus-based translations studies (CBTS) over recent years, this book offers a timely overview of the field today. It features cutting-edge studies from leading experts in the area, focused on both professional and student translations, and covers the latest theoretical developments such as the constrained communication framework, with a strong focus on methodology, particularly mixed-method approaches, multivariate research designs and translation error annotation. The volume highlights the emerging interdisciplinary bridges between CBTS and other areas in linguistics and demonstrates the applications of these theories and methods to translator training. It also offers a forward-looking perspective by presenting some of the challenges CBTS currently faces and possible pathways for future research. Thanks to its combined theoretical, methodological and applied perspective and innovative approaches, Extending the Scope of Corpus-Based Translation Studies will appeal to both seasoned specialists and newcomers to the field.
New Perspectives on Corpus Translation Studies
Author: Vincent X. WangPublisher: Springer Nature
ISBN: 9811649189
Category : Language Arts & Disciplines
Languages : en
Pages : 325
Book Description
The book features recent attempts to construct corpora for specific purposes – e.g. multifactorial Dutch (parallel), Geasy Easy Language Corpus (intralingual), HK LegCo interpreting corpus – and showcases sophisticated and innovative corpus analysis methods. It proposes new approaches to address classical themes – i.e. translation pedagogy, translation norms and equivalence, principles of translation – and brings interdisciplinary perspectives – e.g. contrastive linguistics, cognition and metaphor studies – to cast new light. It is a timely reference for the researchers as well as postgraduate students who are interested in the applications of corpus technology to solving translation and interpreting problems.
Corpora in Translation and Contrastive Research in the Digital Age
Author: Julia Lavid-LópezPublisher: John Benjamins Publishing Company
ISBN: 9027259682
Category : Language Arts & Disciplines
Languages : en
Pages : 353
Book Description
Corpus-based contrastive and translation research are areas that keep evolving in the digital age, as the range of new corpus resources and tools expands, opening up to different approaches and application contexts. The current book contains a selection of papers which focus on corpora and translation research in the digital age, outlining some recent advances and explorations. After an introductory chapter which outlines language technologies applied to translation and interpreting with a view to identifying challenges and research opportunities, the first part of the book is devoted to current advances in the creation of new parallel corpora for under-researched areas, the development of tools to manage parallel corpora or as an alternative to parallel corpora, and new methodologies to improve existing translation memory systems. The contributions in the second part of the book address a number of cutting-edge linguistic issues in the area of contrastive discourse studies and translation analysis on the basis of comparable and parallel corpora in several languages such as English, German, Swedish, French, Italian, Spanish, Portuguese and Turkish, thus showcasing the richness of the linguistic diversity carried out in these recent investigations. Given the multiplicity of topics, methodologies and languages studied in the different chapters, the book will be of interest to a wide audience working in the fields of translation studies, contrastive linguistics and the automatic processing of language.
Translation Quality Assessment
Author: Malcolm WilliamsPublisher: University of Ottawa Press
ISBN: 0776617362
Category : Language Arts & Disciplines
Languages : en
Pages : 209
Book Description
Outlining an original, discourse-based model for translation quality assessment that goes beyond conventional microtextual error analysis, Malcolm Williams explores the potential of transferring reasoning and argument as the prime criterion of translation quality. Assessment through error analysis is inevitably based on an error count - an unsatisfactory means of establishing, and justifying, differences in quality that forces the evaluator to focus on subsentence elements rather than the key messages of the source text. Williams counters that a judgment of translation quality should be based primarily on the success with which the translator has rendered the reasoning, or argument structure. Six aspects for assessment are proposed: argument macrostructure, propositional functions, conjunctives, types of arguments, figures of speech, and narrative strategy. Williams illustrates the approach using three different types of examples: letters, statistical reports, and argumentative articles for publication. Translation Quality Assessment offers translators a new set of flexible and modular standards.
Author: Yu Yuan