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| 4622 |
Rhetoric of trans* identities: public reactions to private confessions
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| 4624 |
Children's Perception of Speaker Identity from Spectrally Degraded Input
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| 4625 |
Multilingual lexical simplification
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Abstract:
Treball fi de màster de: Master in Intelligent Interactive Systems ; Tutor: Horacio Saggion ; This report describes, implement, and evaluate one strategy for text simplification, namely, Lexical Simplification, that aims to reduce the complexity of some words in a sentence. This process is done in two main steps, the first, is a module that identifies the complex elements, and the second, is a module that replaces those elements for simpler variants. For the first module, the system will use three different datasets that include human annotations in different languages: English, Spanish, and German, this will allow us to train a classifier that detects complex words. For the second module, a pre-trained model for word prediction (BERT) will be used to generate the candidates, the candidates will be sorted based on Zipf’s frequency, to later select the one with the highest value. Finally, the complete system is evaluated using a test dataset, and a survey designed to collect human annotations and perception of Fluency, Meaning and Simplicity.
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Keyword:
Complex word identification; Lexical simplification; Masked language model; Model evaluation; Word frequency
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URL: http://hdl.handle.net/10230/49224
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| 4626 |
Finding evidence of fraudster companies in the CEO’s letter to shareholders with sentiment analysis
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| 4629 |
The Identity Myth: Constructing the Face in Technologies of Citizenship
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| 4630 |
Ainda sobre a possibilidade de uma linguística "crítica": performatividade, política e identificação racial no Brasil
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In: DELTA: Documentação de Estudos em Lingüística Teórica e Aplicada, Vol 32, Iss 3, Pp 767-786
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