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Findings of the 2019 conference on machine translation (WMT19)
This paper presents the results of the premier shared task organized alongside the
Conference on Machine Translation (WMT) 2019. Participants were asked to build machine …
Conference on Machine Translation (WMT) 2019. Participants were asked to build machine …
Findings of the 2021 conference on machine translation (WMT21)
F Akhbardeh, A Arkhangorodsky, M Biesialska… - Proceedings of the sixth …, 2021 - cris.fbk.eu
This paper presents the results of the news translation task, the multilingual low-resource
translation for Indo-European languages, the triangular translation task, and the automatic …
translation for Indo-European languages, the triangular translation task, and the automatic …
The gem benchmark: Natural language generation, its evaluation and metrics
We introduce GEM, a living benchmark for natural language Generation (NLG), its
Evaluation, and Metrics. Measuring progress in NLG relies on a constantly evolving …
Evaluation, and Metrics. Measuring progress in NLG relies on a constantly evolving …
Neural data-to-text generation: A comparison between pipeline and end-to-end architectures
Traditionally, most data-to-text applications have been designed using a modular pipeline
architecture, in which non-linguistic input data is converted into natural language through …
architecture, in which non-linguistic input data is converted into natural language through …
The second multilingual surface realisation shared task (SR'19): Overview and evaluation results
We report results from the SR'19 Shared Task, the second edition of a multilingual surface
realisation task organised as part of the EMNLP'19 Workshop on Multilingual Surface …
realisation task organised as part of the EMNLP'19 Workshop on Multilingual Surface …
The third multilingual surface realisation shared task (SR'20): Overview and evaluation results
This paper presents results from the Third Shared Task on Multilingual Surface Realisation
(SR'20) which was organised as part of the COLING'20 Workshop on Multilingual Surface …
(SR'20) which was organised as part of the COLING'20 Workshop on Multilingual Surface …
Disentangling the properties of human evaluation methods: A classification system to support comparability, meta-evaluation and reproducibility testing
Current standards for designing and reporting human evaluations in NLP mean it is
generally unclear which evaluations are comparable and can be expected to yield similar …
generally unclear which evaluations are comparable and can be expected to yield similar …
Enhancing AMR-to-text generation with dual graph representations
Generating text from graph-based data, such as Abstract Meaning Representation (AMR), is
a challenging task due to the inherent difficulty in how to properly encode the structure of a …
a challenging task due to the inherent difficulty in how to properly encode the structure of a …
Neural methods for data-to-text generation
The neural boom that has sparked natural language processing (NLP) research throughout
the last decade has similarly led to significant innovations in data-to-text (D2T) generation …
the last decade has similarly led to significant innovations in data-to-text (D2T) generation …
Revisiting challenges in data-to-text generation with fact grounding
H Wang - arxiv preprint arxiv:2001.03830, 2020 - arxiv.org
Data-to-text generation models face challenges in ensuring data fidelity by referring to the
correct input source. To inspire studies in this area, Wiseman et al.(2017) introduced the …
correct input source. To inspire studies in this area, Wiseman et al.(2017) introduced the …