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Quality Estimation for Machine Translation
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, ref...
From Complex Sentences to a Formal Semantic Representation using Syntactic Text Simplification and Open Information Extraction
This work presents a discourse-aware Text Simplification approach that splits and rephrases complex English sentences within the semantic context in which they occur. Based on a linguistically grounded transformation stage, complex sentences are transformed into shorter utterances with a simple canonical structure that can be easily analyzed by downstream applications. To avoid breaking down the input into a disjointed sequence of statements that is difficult to interpret, the author incorporates the semantic context between the split propositions in the form of hierarchical structures and semantic relationships, thus generating a novel representation of complex assertions that puts a semant...
New Language Technologies and Linguistic Research
This book is a collection of the papers presented and discussed at the 11th Corpus Linguistics Symposium (ELC 2012), held at the Instituto de Ciências Matemáticas e de Computação (Institute of Mathematics and Computer Science) of the University of São Paulo, at São Carlos, Brazil. The sessions addressed the following six topics: Corpus Linguistics and Language Description; Translation, Terminology and Corpora; Spoken Language and Corpora; Natural Language Processing and Corpora; Corpus Annotation; and Corpora and Multiple Documents. These unique studies will inspire readers with an interest in Linguistics, and will provide motivation for conducting further research in the interdisciplinary area of Language Technologies and Linguistic Research.
Digitale Translatologie
Digitale Ressourcen, Methoden und Werkzeuge sind heute in verschiedensten Bereichen von Translation und Translatologie anzutreffen. Es genügt also nicht mehr, in diesem Zusammenhang nur ganz allgemein von Maschineller Übersetzung, Korpora und Termdatenbanken zu sprechen. Diesem Umstand trägt der Band Rechnung: In Überblicksbeiträgen mit Handbuchcharakter wird ein Querschnitt des Digitalen in Translationsforschung, -praxis und -didaktik wiedergegeben. Dieser reicht von historischen und psychologischen Betrachtungen über Risikomanagement in digitalen Übersetzungsprozessen, Digitalisierung und KI im Dolmetschen, in der Audiovisuellen Translation und im Literarischen Übersetzen bis hin zur Skizze eines KI-Kompetenzmodells für die Translation und Fachkommunikation, um nur eine Auswahl aus der Themenvielfalt des Bandes zu benennen. Die einführend gehaltenen Texte eignen sich für Translationsstudierende ebenso wie für Lehrende und Forschende, die neue Bereiche der Digitalen Translatologie erkunden wollen, und nicht zuletzt für Praktizierende, die zugängliche Einblicke in den aktuellen Stand der Forschung zur Digitalen Translatologie erhalten wollen.
Corpora and Translation Education
This edited book covers a range of topics related to the use of corpora in translation education, including their standing in corpus-based translation studies, their relationship with machine learning and post-editing, recent advances in learner corpora development and the integration of corpora into translation pedagogy. The book draws the reader into the latest debate on the potential benefits and challenges of using corpora in translation education, as well as serving as practical guidance on how to incorporate corpora into their teaching practice. The book is of particular interest to translation educators, researchers, and postgraduate students who are interested in exploring theoretical underpinnings as well as new ways of teaching and learning translation.
Advances in Artificial Intelligence - IBERAMIA 2010
This book constitutes the refereed proceedings of the 12th Ibero-American Conference on Artificial Intelligence, IBERAMIA 2010, held in Bahía Blanca, Argentina, in November 2010. The 61 papers presented were carefully reviewed and selected from 148 submissions. The papers are organized in topical sections on artificial intelligence in education, cognitive modeling and human reasoning, constraint satisfaction, evolutionary computation, information, integration and extraction, knowledge acquisition and ontologies, knowledge representation and reasoning, machine learning and data mining, multiagent systems, natural language processing, neural networks, planning and scheduling, probabilistic reasoning, search, and semantic web.
Social Informatics
This book constitutes the refereed proceedings of the 13th International Conference on Social Informatics, SocInfo 2022, which took place in Glasgow, UK, during October 19-21, 2022. The 22 full papers, 8 short papers, and 4 late breaking papers included in this book were carefully reviewed and selected from 102 submissions. The deal with topics ranging from information-system design on social concepts to analyzing complex social systems using computational methods or explore socio-technical techniques using social sciences methods.
Innovation and Expansion in Translation Process Research
Cognitive research in translation and interpreting has reached a critical threshold of maturity that is triggering rapid expansion along exciting new paths that potentially lead to deeper connections with other disciplines. Innovation and Expansion in Translation Process Research reflects this broadening scope and reach, emphasizing ongoing methodological innovations, diversification of research topics and questions, and rich interactions with adjacent fields of research. The contributions to the volume can be grouped within four loosely defined themes: advances in traditional topics in translation process research, including problems in translation, translation competence or expertise, and specialization of translators; advances in research into the emotional or affective aspects of translating and translator training; innovations in machine translation and post-editing; expansion of cognitively-oriented translation studies to include editing processes and reception studies. This timely volume highlights the burgeoning growth, diversification, and connectivity of translation process research.
