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Health in my Language

Deliverables

Initial report on inflection and word formation

This report will describe our initial work on inflection and word formation. (T3.2-3.6)

Common Morphology Interface description

This deliverable will define a common interface to morphological resources. (T3.1)

Test sets for HimL languages

Create domain specific test sets for each language pair, to be used for automated testing during system development. (T5.1)

Final report on employing semantic role labelling and shallow proxies for negation and fidelity checking in machine translation

This report will summarise all our work on semantics as applied to machine translation. (T2.1, T2.2, T2.3)

Intermediate report on inflection and word formulation

This deliverable will update our initial report on inflection and word formation. (T3.2-3.6)

Initial report on employing semantic role labelling and fidelity checking in machine translation

This report will describe our initial approach to applying semantic role labelling in machine translation. (T2.1)

Report on Mining Terminology Translations from Non-Parallel Data

This report will describe the mining of terminology dictionaries from resources such as Wikipedia. (T1.3)

Report on seminar on automatic translation in the health domain

This deliverable consists of organising a seminar on machine translation for the health domain. (T6.3)

Intermediate report on employing semantic role labelling and fidelity checking in machine translation

This report will update the initial report on semantic role labelling, and include further research on negation and fidelity checking in machine translation. (T2.1, T2.2, T2.3)

Final report on inflection and word formation

This report will summarise all our work on inflection and word formation. (T3.2-3.6)

Report on first year's MT evaluation

This report will describe the first year's evaluation of the research performed in the other work packages, and of the systems deployed by the industrial partners. (T5.4, T5.5)

Report on third year's MT evaluation

This report will describe the final year's evaluation of the research performed in the other work packages, and of the systems deployed by the industrial partners. (T5.4, T5.5)

Report on second year's MT evaluation

This report will describe the second year's evaluation of the research performed in the other work packages, and of the systems deployed by the industrial partners. (T5.4, T5.5)

Report on preliminary semantic evaluation metric

This report will describe our initial work on developing a semantic evaluation metric. (T5.2, T5.3)

Report on integrated semantic evaluation metric

This report will describe our final approach to human and automatic evaluation of semantic accuracy. (T5.2, T5.3)

Report on Building Translation Systems for Public Health Domain

This report will describe the process of collecting data and building of translation systems for the public health domain, using standard parallel data and domain specific resources such as ontologies. (T1.1)

Project website

We will create a project website. (T7.8)

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Publications

Target-side Word Segmentation Strategies for Neural Machine Translation

Author(s): Huck, Matthias and Riess, Simon and Fraser, Alexander
Published in: Proceedings of the Second Conference on Machine Translation (WMT), 2017

Modeling Target-Side Inflection in Neural Machine Translation

Author(s): Tamchyna, Aleš and Weller-Di Marco, Marion and Fraser, Alexander
Published in: Proceedings of the Second Conference on Machine Translation (WMT), 2017

Health in my Language: evaluation of health domain adapted machine translation for Cochrane Reviews.

Author(s): Ried, Juliane
Published in: Challenges to evidence-based health care and Cochrane. Abstracts of the 24th Cochrane Colloquium, 2016

Deep architectures for Neural Machine Translation

Author(s): Miceli Barone, Antonio Valerio and Helcl, Jindřich and Sennrich, Rico and Haddow, Barry and Birch, Alexandra
Published in: Proceedings of the Second Conference on Machine Translation, 2017

Predicting Target Language CCG Supertags Improves Neural Machine Translation

Author(s): Nadejde, Maria and Reddy, Siva and Sennrich, Rico and Dwojak, Tomasz and Junczys-Dowmunt, Marcin and Koehn, Philipp and Birch, Alexandra
Published in: Proceedings of the Second Conference on Machine Translation, 2017

The University of Edinburgh's Neural MT Systems for WMT17

Author(s): Sennrich, Rico and Birch, Alexandra and Currey, Anna and Germann, Ulrich and Haddow, Barry and Heafield, Kenneth and Miceli Barone, Antonio Valerio and Williams, Philip
Published in: Proceedings of the Second Conference on Machine Translation, 2017

Universal Dependencies to Logical Form with Negation Scope

Author(s): Fancellu, Federico and Reddy, Siva and Lopez, Adam and Webber, Bonnie
Published in: Proceedings of the Workshop Computational Semantics Beyond Events and Roles, 2017

Neural Networks for Negation Cue Detection in Chinese

Author(s): He, Hangfeng and Fancellu, Federico and Webber, Bonnie
Published in: Proceedings of the Workshop Computational Semantics Beyond Events and Roles, 2017

Producing Unseen Morphological Variants in Statistical Machine Translation

Author(s): Huck, Matthias and Tamchyna, Aleš and Bojar, Ondřej and Fraser, Alexander
Published in: Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers, 2017

Annotating tense, mood and voice for English, French and German

Author(s): Anita Ramm and Sharid Loaiciga and Annemarie Friedrich and Alexander Fraser
Published in: Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (ACL), demonstration session, 2017

LMU Munich's Neural Machine Translation Systems for News Articles and Health Information Texts

Author(s): Huck, Matthias and Braune, Fabienne and Fraser, Alexander
Published in: Proceedings of the Second Conference on Machine Translation (WMT), 2017

Addressing Problems across Linguistic Levels in SMT: Combining Approaches to Model Morphology, Syntax and Lexical Choice

Author(s): Marion Weller-Di Marco and Alexander Fraser and Sabine Schulte im Walde
Published in: Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics (Short Paper), 2017

Copied Monolingual Data Improves Low-Resource Neural Machine Translation

Author(s): Currey, Anna and Miceli Barone, Antonio Valerio and Heafield, Kenneth
Published in: Proceedings of the Second Conference on Machine Translation, 2017

Detecting negation scope is easy, except when it isn't

Author(s): Fancellu, Federico and Lopez, Adam and Webber, Bonnie and He, Hangfeng
Published in: Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers, 2017

Findings of the WMT 2017 Biomedical Translation Shared Task

Author(s): Jimeno Yepes, Antonio and Neveol, Aurelie and Neves, Mariana and Verspoor, Karin and Bojar, Ondrej and Boyer, Arthur and Grozea, Cristian and Haddow, Barry and Kittner, Madeleine and Lichtblau, Yvonne and Pecina, Pavel and Roller, Roland and Rosa, Rudolf and Siu, Amy and Thomas, Philippe and Trescher, Saskia
Published in: Proceedings of the Second Conference on Machine Translation, 2017

Nematus: a Toolkit for Neural Machine Translation

Author(s): Sennrich, Rico and Firat, Orhan and Cho, Kyunghyun and Birch, Alexandra and Haddow, Barry and Hitschler, Julian and Junczys-Dowmunt, Marcin and Läubli, Samuel and Miceli Barone, Antonio Valerio and Mokry, Jozef and Nadejde, Maria
Published in: Proceedings of the Software Demonstrations of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

HUME: Human UCCA-Based Evaluation of Machine Translation

Author(s): Birch, Alexandra and Abend, Omri and Bojar, Ondřej and Haddow, Barry
Published in: Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

A Neural Verb Lexicon Model with Source-side Syntactic Context for String-to-Tree Machine Translation

Author(s): Maria N\vadejde and Alexandra Birch and Philipp Koehn
Published in: Proceedings of IWSLT, 2016

Target-Side Context for Discriminative Models in Statistical Machine Translation

Author(s): Aleš Tamchyna and Alexander Fraser and Ondřej Bojar and Marcin Junczys-Dowmunt
Published in: Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

CUNI-LMU Submissions in WMT2016: Chimera Constrained and Beaten

Author(s): Aleš Tamchyna and Roman Sudarikov and Ondřej Bojar and Alexander Fraser
Published in: Proceedings of First Conference on Machine Translation (WMT2016), 2016

Neural Networks For Negation Scope Detection

Author(s): Federico Fancellu and Adam Lopez and Bonnie Webber
Published in: The 54th Annual Meeting of the Association for Computational Linguistics (ACL 2016), 2016

A Framework for discriminative Rule Selection in Hierarchical Moses

Author(s): Fabienne Braune and Alexander Fraser and Hal Daumé III and Aleš Tamchyna
Published in: Proceedings of First Conference on Machine Translation (WMT2016), 2016

Modeling verbal inflection for English to German SMT

Author(s): Anita Ramm and Alexander Fraser
Published in: Proceedings of First Conference on Machine Translation (WMT2016), 2016

Modeling Complement Types in Phrase-Based SMT

Author(s): Marion Weller-Di Marco and Alexander Fraser and Sabine Schulte im Walde
Published in: Proceedings of the First Conference of Machine Translation (WMT2016), 2016

Cross-lingual Pronoun Prediction for English, French and German with Maximum Entropy Classification

Author(s): Wetzel, Dominikus
Published in: Proceedings of the First Conference on Machine Translation (WMT16), 2016

Linguistic Input Features Improve Neural Machine Translation

Author(s): Rico Sennrich and Barry Haddow
Published in: Proceedings of First Conference on Machine Translation (WMT2016), 2016

Edinburgh Neural Machine Translation Systems for WMT 16

Author(s): Rico Sennrich and Barry Haddow and Alexandra Birch
Published in: Proceedings of First Conference on Machine Translation (WMT2016), 2016

The Edinburgh/LMU Hierarchical Machine Translation System for WMT 2016

Author(s): Matthias Huck and Alexander Fraser and Barry Haddow
Published in: Proceedings of First Conference on Machine Translation (WMT2016), 2016

The QT21/HimL Combined Machine Translation System

Author(s): Jan-Thorsten Peter and Tamer Alkhouli and Hermann Ney and Matthias Huck and Fabienne Braune and Alexander Fraser and Aleš Tamchyna and Ondřej Bojar and Barry Haddow and Rico Sennrich and Frédéric Blain and Lucia Specia and Jan Niehues and Alexandre Allauzen and Lauriane Aufrant and Franck Burlot and Elena Knyazeva and Thomas Lavergne and Francois Yvon and Joachim Daiber and Marcis Pinnis
Published in: Proceedings of First Conference on Machine Translation (WMT2016), 2016

Edinburgh's Statistical Machine Translation Systems for WMT16

Author(s): Philip Williams and Rico Sennrich and Maria Nadejde and Matthias Huck and Barry Haddow and Ondřej Bojar
Published in: Proceedings of First Conference on Machine Translation (WMT2016), 2016

Health in my Language: health domain adapted machine translation as a means to tackle the resource issues for translation.




Mixed-Domain vs. Multi-Domain Statistical Machine Translation

Author(s): Matthias Huck and Alexandra Birch and Barry Haddow
Published in: Proceedings of MT Summit, 2015

What a Transfer-Based System Brings to the Combination with PBMT

Author(s): Aleš Tamchyna and Ondřej Bojar
Published in: Proceedings of the Fourth Workshop on Hybrid Approaches to Translation (HyTra), 2015

Results of the WMT15 Metrics Shared Task

Author(s): Stanojević, Miloš and Kamran, Amir and Koehn, Philipp and Bojar, Ondřej
Published in: Proceedings of the Tenth Workshop on Statistical Machine Translation, 2015

Results of the WMT15 Tuning Shared Task

Author(s): Miloš Stanojević and Amir Kamran and Ondřej Bojar
Published in: Proceedings of the Tenth Workshop on Statistical Machine Translation, 2015

CUNI in WMT15: Chimera Strikes Again

Author(s): Ondřej Bojar and Aleš Tamchyna
Published in: Proceedings of the Tenth Workshop on Statistical Machine Translation, 2015

Rule Selection with Soft Syntactic Features for String-to-Tree Statistical Machine Translation

Author(s): Fabienne Braune and Nina Seemann and Alexander Fraser
Published in: Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2015

Joint Lemmatization and Morphological Tagging with Lemming

Author(s): Thomas Müller and Ryan Cotterell and Alexander Fraser and Hinrich Schütze
Published in: Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2015

Labeled Morphological Segmentation with Semi-Markov Models

Author(s): Ryan Cotterell and Thomas Müller and Alexander Fraser and Hinrich Schütze
Published in: Proceedings of the Nineteenth Conference on Computational Natural Language Learning (CoNLL), 2015

CimS - The CIS and IMS Joint Submission to WMT 2015 addressing morphological and syntactic differences in English to German SMT

Author(s): Fabienne Cap and Marion Weller and Anita Ramm and Alexander Fraser
Published in: Proceedings of the Tenth Workshop on Statistical Machine Translation (WMT), 2015

Target-side Generation of Prepositions for SMT

Author(s): Marion Weller and Alexander Fraser and Sabine Schulte im Walde
Published in: Proceedings of EAMT 2015, 2015

Predicting Prepositions for SMT (extended abstract)

Author(s): Marion Weller and Alexander Fraser and Sabine Schulte im Walde
Published in: Proceedings of the 9th Workshop on Syntax, Semantics and Structure in Statistical Translation at NAACL, 2015

How to Account for Idiomatic German Support Verb Constructions in Statistical Machine Translation

Author(s): Fabienne Cap and Manju Nirmal and Marion Weller and Sabine Schulte im Walde
Published in: Proceedings of the 11th Workshop on Multiword Expressions at NAACL, 2015

Translating negation: A manual error analysis

Author(s): Federico Fancellu and Bonnie Webbe
Published in: Extra-Propositional Aspects of Meaning (ExProM) in Computational Linguistics Workshop, 2015

The Edinburgh/JHU Phrase-based Machine Translation Systems for WMT~2015

Author(s): Barry Haddow and Matthias Huck and Alexandra Birch and Nikolay Bogoychev and Philipp Koehn
Published in: Proceedings of WMT, 2015

A Joint Dependency Model of Morphological and Syntactic Structure for Statistical Machine Translation

Author(s): Rico Sennrich and Barry Haddow
Published in: Proceedings of EMNLP, 2015

Edinburgh's Syntax-Based Systems at WMT 2015

Author(s): Philip Williams and Rico Sennrich and Maria Nadejde and Matthias Huck and Philipp Koehn
Published in: Proceedings of WMT, 2015

If You Even Don't Have a Bit of Bible: Learning Delexicalized POS Taggers

Author(s): Zhiwei Yu and David Mareček and Zdeněk Žabokrtský and Daniel Zeman
Published in: Proceedings of the 10th International Conference on Language Resources and Evaluation ({LREC} 2016), 2016

Using Term Position Similarity and Language Modeling for Bilingual Document Alignment

Author(s): Le Thanh and Hoa Vu Throng and Jonathan Oberländer and Ondřej Bojar
Published in: Proceedings of the First Conference on Machine Translation ({WMT}). Volume 2: Shared Task Papers, 2016

Planting Trees in the Desert: Delexicalized Tagging and Parsing Combined

Author(s): Daniel Zeman and David Mareček and Zhiwei Yu and Zdeněk Žabokrtský
Published in: Proceedings of the 30th Pacific Asia Conference on Language, Information and Computation, PACLIC 30, 2016

Results of the WMT16 Metrics Shared Task

Author(s): Ondřej Bojar and Yvette Graham and Amir Kamran and Miloš Stanojević
Published in: Proceedings of the First Conference on Machine Translation (WMT). Volume 2: Shared Task Papers, 2016

Results of the WMT16 Tuning Shared Task

Author(s): Bushra Jawaid and Amir Kamran and Miloš Stanojević and Ondřej Bojar
Published in: Proceedings of the First Conference on Machine Translation ({WMT}). Volume 2: Shared Task Papers, 2016

Evaluating health-domain adapted machine translation for Cochrane plain language summaries.

Author(s): Ried, Juliane and Hassan Hayley and de Haan, Sylvia de and Wood, Julie
Published in: Cochrane Database of Systematic Reviews, 2017, ISSN 1361-6137

TmTriangulate: A Tool for Phrase Table Triangulation

Author(s): Tam Hoang and Ondřej Bojar
Published in: The Prague Bulletin of Mathematical Linguistics, 2015, ISSN 1804-0462

CzEng 1.6: Enlarged Czech-English Parallel Corpus with Processing Tools Dockered

Author(s): Ondřej Bojar and Ondřej Dušek and Tom Kocmi and Jindřich Libovický and Michal Novák and Martin Popel and Roman Sudarikov and Dušan Variš
Published in: Lecture Notes in Computer Science, 2016, ISSN 0302-9743