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- 483 creator jesus-gimenez.
- 483 creator lluis-marquez.
- 483 type InProceedings.
- 483 label "Towards Heterogeneous Automatic MT Error Analysis".
- 483 sameAs 483.
- 483 abstract "This work studies the viability of performing heterogeneous automatic MT error analyses. Error analysis is, undoubtly, one of the most crucial stages in the development cycle of an MT system. However, often not enough attention is paid to this process. The reason is that performing an accurate error analysis requires intensive human labor. In order to speed up the error analysis process, we suggest partially automatizing it by having automatic evaluation metrics play a more active role. For that purpose, we have compiled a large and heterogeneous set of features at different linguistic levels and at different levels of granularity. Through a practical case study, we show how these features provide an effective means of ellaborating interpretable and detailed automatic reports of translation quality.".
- 483 hasAuthorList authorList.
- 483 hasTopic Linguistics.
- 483 isPartOf proceedings.
- 483 keyword "Evaluation methodologies".
- 483 keyword "Machine Translation, SpeechToSpeech Translation".
- 483 keyword "Tools, systems, applications".
- 483 title "Towards Heterogeneous Automatic MT Error Analysis".