A Set of Recommendations for Assessing Human–Machine Parity in Language Translation

Autor: Graham Neubig, Qinlan Shen, Samuel Läubli, Rico Sennrich, Sheila Castilho, Antonio Toral

Publikováno v: Journal of artificial intelligence research, 67, 653-672. AI ACCESS FOUNDATION
Läubli, Samuel ORCID: 0000-0001-5362-4106 , Castilho, Sheila ORCID: 0000-0002-8416-6555 , Neubig, Graham, Sennrich, Rico ORCID: 0000-0002-1438-4741 , Shen, Qinlan and Toral, Antonio ORCID: 0000-0003-2357-2960 (2020) A set of recommendations for assessing human-machine parity in language translation. Journal of Artificial Intelligence Research, 67 . pp. 653-672. ISSN 1076-9757

The quality of machine translation has increased remarkably over the past years, to the degree that it was found to be indistinguishable from professional human translation in a number of empirical investigations. We reassess Hassan et al.'s 2018 inv

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::eca01011da491b097b7723b8b17d5270
https://doi.org/10.5167/uzh-188217

Nematus: a Toolkit for Neural Machine Translation

Autor: Alexandra Birch, Marcin Junczys-Dowmunt, Samuel Läubli, Barry Haddow, Kyunghyun Cho, Julian Hitschler, Antonio Valerio Miceli Barone, Maria Nadejde, Rico Sennrich, Jozef Mokry, Orhan Firat

Publikováno v: Sennrich, R, Firat, O, Cho, K, Birch-Mayne, A, Haddow, B, Hitschler, J, Junczys-Dowmunt, M, Läubli, S, Miceli Barone, A V, Mokry, J & Nadejde, M 2017, Nematus: a Toolkit for Neural Machine Translation . in Proceedings of the Software Demonstrations of the 15th Conference of the European Chapter of the Association for Computational Linguistics . Valencia, Spain, pp. 65-68, 15th EACL 2017 Software Demonstrations, Valencia, Spain, 3/04/17 . https://doi.org/10.18653/v1/E17-3017
Sennrich, R, Firat, O, Cho, K, Birch-Mayne, A, Haddow, B, Hitschler, J, Junczys-Dowmunt, M, Läubli, S, Miceli Barone, A, Mokry, J & Nadejde, M 2017, Nematus: a Toolkit for Neural Machine Translation . in Proceedings of the EACL 2017 Software Demonstrations . Association for Computational Linguistics (ACL), pp. 65-68 .
Sennrich, Rico; Firat, Orhan; Cho, Kyunghyun; Birch, Alexandra; Haddow, Barry; Hitschler, Julian; Junczys-Dowmunt, Marcin; Läubli, Samuel; Miceli Barone, Antonio Valerio; Mokry, Jozef; Nadejde, Maria (2017). Nematus: a Toolkit for Neural Machine Translation. In: Proceedings of the Software Demonstrations of the 15th Conference of the European Chapter of the Association for Computational Linguistics (EACL), Valencia, Spain, 3 April 2017-7 April 2017, 65-68.
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EACL (Software Demonstrations)
Scopus-Elsevier

We present Nematus, a toolkit for Neural Machine Translation. The toolkit prioritizes high translation accuracy, usability, and extensibility. Nematus has been used to build top-performing submissions to shared translation tasks at WMT and IWSLT, and

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5a2e1a64953f6ec2cbeebd30503b1984
https://hdl.handle.net/20.500.11820/115cdfe3-231e-4c87-929e-e55787916b26

Towards mapping of alpine route descriptions

Autor: Martin Volk, Michael Piotrowski, Samuel Läubli

Publikováno v: GIR

We describe a corpus of historic mountaineering accounts and on-going work on geocoding toponyms and route descriptions in these accounts. Mountaineering accounts contain a wealth of geographic information but its extraction for purposes of geographi

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::535f64ca3c0dd0f77c79e1811f2985ea