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Raffaella Buschiazzo

Researcher at Salesforce.com

Publications -  3
Citations -  19

Raffaella Buschiazzo is an academic researcher from Salesforce.com. The author has contributed to research in topics: Beam search & Web page. The author has an hindex of 2, co-authored 3 publications receiving 12 citations.

Papers
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Proceedings ArticleDOI

A High-Quality Multilingual Dataset for Structured Documentation Translation

TL;DR: The authors presented a high-quality multilingual dataset for the documentation domain to advance research on localization of structured text, which collected XML-structured parallel text segments from the online documentation for an enterprise software platform.
Posted Content

A High-Quality Multilingual Dataset for Structured Documentation Translation

TL;DR: This paper builds and evaluates translation models for seven target languages from English, with several different copy mechanisms and an XML-constrained beam search, and provides a detailed human analysis of gaps between the model output and human translations for real-world applications, including suitability for post-editing.
Patent

Structured text translation

TL;DR: In this paper, a beam search is used to constrain output of the decoder with respect to possible embedded tags to include in the translated text for a current iteration using beam search, and a layer for selecting a token to be included in the translation text for the current iteration.