Gustavo Henrique Paetzold
4 papers in the PaperMetrix corpus
Papers by this author
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UTFPR at WMT 2018: Minimalistic Supervised Corpora Filtering for Machine Translation
2018
We present the UTFPR systems at the WMT 2018 parallel corpus filtering task. Our supervised approach discerns between good and bad translations by training classic binary classification models over an artificially produced binary classification dataset …
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Can lies be faked? Comparing low-stakes and high-stakes deception video datasets from a Machine Learning perspective
2022 · arXiv (Cornell University)
Despite the great impact of lies in human societies and a meager 54% human accuracy for Deception Detection (DD), Machine Learning systems that perform automated DD are still not viable for proper application in real-life …
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Unsupervised Lexical Simplification for Non-Native Speakers
2016 · Proceedings of the AAAI Conference on Artificial Intelligence
Lexical Simplification is the task of replacing complex words with simpler alternatives. We propose a novel, unsupervised approach for the task. It relies on two resources: a corpus of subtitles and a new type of …
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Lexical Simplification with Neural Ranking
2017
We present a new Lexical Simplification approach that exploits Neural Networks to learn substitutions from the Newsela corpus -a large set of professionally produced simplifications. We extract candidate substitutions by combining the Newsela corpus with …