Recycling Lingware in a Multilingual MT System

We describe two methods relevant to multi-lingual machine translation systems, which can be used to port linguistic data (grammars, lexicons and transfer rules) between systems used for processing related languages. The methods are fully implemented within the Spoken Language Translator system, and were used to create versions of the system for two new language pairs using only a month of expert effort.Comment: 6 pages, needs aclap.sty. To appear in "From Research to Commercial Applications" workshop at ACL-97, see also http://www.cam.sri.co

Hybrid language processing in the Spoken Language Translator

The paper presents an overview of the Spoken Language Translator (SLT) system's hybrid language-processing architecture, focussing on the way in which rule-based and statistical methods are combined to achieve robust and efficient performance within a linguistically motivated framework. In general, we argue that rules are desirable in order to encode domain-independent linguistic constraints and achieve high-quality grammatical output, while corpus-derived statistics are needed if systems are to be efficient and robust; further, that hybrid architectures are superior from the point of view of portability to architectures which only make use of one type of information. We address the topics of ``multi-engine'' strategies for robust translation; robust bottom-up parsing using pruning and grammar specialization; rational development of linguistic rule-sets using balanced domain corpora; and efficient supervised training by interactive disambiguation. All work described is fully implemented in the current version of the SLT-2 system.Comment: 4 pages, uses icassp97.sty; to appear in ICASSP-97; see http://www.cam.sri.com for related materia

Introduction : literary texts and their translations as an object of research

This special issue of the International Journal of Literary Linguistics offers seven state-of-the-art contributions on the current linguistic study of literary translation. Although the articles are based on similar data – literary source texts and their translations – they focus on diverse aspects of literary translation, study a range of linguistic phenomena and utilize different methodologies. In other words, it is an important goal of this special issue to illuminate the current diversity of possible approaches in the linguistic study of translated literary texts within the discipline of translation studies. At the same time, new theoretical and empirical insights are opened to the study of the linguistic phenomena chosen by the authors of the articles and their representation or use in literary texts and translations. The analyzed features range from neologisms to the category of passive and from spoken language features to the representation of speech and multilingualism in writing. Therefore, the articles in this issue are not only relevant for the study of literary translation or translation theory in general, but also for the disciplines of linguistics and literary studies – or most importantly, for the cross-disciplinary co-operation between these three fields of study. The common theme that all these articles share is how the translation process shapes, transfers and changes the linguistic properties of literary texts as compared to their sources texts, other translations or non-translated literary texts in the same language and how this question can be approached in research. All articles provide new information about the forces that direct and affect translators’ textual choices and the previously formulated hypotheses about the functioning of such forces. The articles illustrate how translators may perform differently from authors and how translators’ and authors’ norms may diverge at different times and in different cultures. The question of how translation affects the linguistic properties of literary translations is approached from the viewpoint of previously proposed claims or hypotheses about translation. In the following, we will introduce these viewpoints for readers who are not familiar with the recent developments in translation studies. At the same time, we will shortly present the articles in this issue

Stylization and representation in subtitles: can less be more?

This article considers film dialogues and interlingual subtitles from the point of view of linguistic and cultural representation, and revisits from that perspective the question of loss, as a platform for considering alternative views on the topic and broader theoretical issues. The cross-cultural pragmatics perspective and focus on viewers’ reactions that dealing with representation entails cast the question of loss in a different light and opens up avenues for alternative modes of analysis. They make room for subtitles to be construed as producing their own systems of multimodal textual representation and modes of interpretation, and for their text to be recognised as having a greater expressive and representational potential than face values might suggest. This is the argument, informed by Fowler's Theory of Mode (1991, 2000), that is taken up in the paper, and harnessed to the review of examples or observations from recent studies on subtitles, and complementary evidence from dubbing. The capacity of subtitles to produce insights into the cultures and languages represented is of particular interest, and has wider implications for the culturally instrumental functions of subtitles and translation strategies

Introduction: how Scotland translates

No abstract available