1st Workshop on Natural Language Processing for Translation Memories (NLP4TM) collocated with RANLP 2015, Hissar, Bulgaria
Home page: http://rgcl.wlv.ac.uk/nlp4tm/
Submission deadline: 3rd July 2015 (new deadline)
Workshop date: 11th Sept 2015
1. Introduction
Translation Memories (TM) are amongst the most used tools by professional translators. The underlying idea of TMs is that a translator should benefit as much as possible from previous translations by being able to retrieve how a similar sentence was translated before. Despite the fact that the core idea of these systems relies on comparing segments (typically of sentence length) from the document to be translated with segments from previous translations, most of the existing TM systems hardly use any language processing for this. Instead of addressing this issue, most of the work on translation memories focused on improving the user experience by allowing processing of a variety of document formats, intuitive user interfaces, etc.
The term second generation translation memories has been around for more than ten years and it promises translation memory software that integrates linguistic processing in order to improve the translation process. This linguistic processing can involve matching of subsentential chunks, edit distance operations between syntactic trees, incorporation of semantic and discourse information in the matching process. This workshop invites papers presenting second generation translation memories and related initiatives.
Terminologies, glossaries and ontologies are also very useful for translation memories, by facilitating the task of the translator and ensuring a consistent translation. The field of Natural Language Processing (NLP) has proposed numerous methods for terminology extraction and ontology extraction. Researchers are encouraged to submit papers to the workshop which show how these methods are being successfully applied to Translation Memories. In addition, papers discussing the integration of Machine Translation and Translation Memories or studies about automatic building of translation memories from corpora are also welcomed.
2. Topic covered
This workshop invites original papers which show how language processing can help translation memories. Topics of interest include but are not limited to:
- improving matching and retrieval of segments by using morphological, syntactic, semantic and discourse information
- automatic extraction of terminologies and ontologies for translation memories
- integration of named entity recognition and terminologies in matching and retrieval
- using natural language processing for automatic construction of translation memories
- extracting and aligning TM segments from a parallel or comparable corpus
- construction of translation memories using the Internet
- corpus based studies about the usefulness of TM for specific domains
- development of hybrid TM and MT translation systems
- study of NLP techniques used by TM tools available in the market
Authors can submit full papers describing original completed research, short papers presenting on going research ideas and demos of working systems.
A number of selected papers will be invited to submit extended versions to a special issue of Machine translation.
3. Important dates
- Submission deadline: 3 July 2015
- Acceptance notification: 31 July 2015
- Camera-ready versions: 14 August 2015
- Workshop date: 11 September 2015, in conjunction with RANLP 2015
4. Submission
Papers should be submitted using the START system. More details can be found at http://rgcl.wlv.ac.uk/nlp4tm/nlp4tm-submit-paper/
5. Programme committee
- Manuel Arcedillo, Hermes, Spain
- Juanjo Arevalillo, Hermes, Spain
- Eduard Barbu, Translated, Italy
- Yves Champollion, WordFast, France
- Gloria Corpas, University of Malaga, Spain
- Maud Ehrmann, EPFL, Switzerland
- Kevin Flanagan, Swansea University, UK
- Gabriela Gonzalez, eTrad, Argentina
- Manuel Herranz, Pangeanic, Spain
- Qun Liu, DCU, Ireland
- Ruslan Mitkov, University of Wolverhampton, UK
- Gabor Proszeky, Morphologic, Hungary
- Uwe Reinke, Cologne University of Applied Sciences, Germany
- Michel Simard, NRC, Canada
- Mark Shuttleworth, UCL, UK
- Masao Utiyama, NICT, Japan
- Andy Way, DCU, Ireland
- Marcos Zampieri, Saarland University and DFKI, Germany
- Ventsislav Zhechev, Autodesk
6. Organising committee
- Constantin Orasan, University of Wolverhampton, UK
- Rohit Gupta, University of Wolverhampton, UK
This workshop is partially supported by the EXPERT project.