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Titlebook: Computational Processing of the Portuguese Language; 7th International Wo Renata Vieira,Paulo Quaresma,Maria Carmelita Dias Conference proc

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,: An Automatic Portuguese Text Summarizer Through Artificial Neural Networks in a More Biologicallartificial neural networks) is presented. Among other contributions that this work intends to bring to natural language processing research, the employment of more biologically plausible connectionist architecture and training for automatic summarization is emphasized. The choice relies on the expec
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Building a Dictionary of Anthroponymssource for computational processing, due to the importance of names in the structuring of information in texts. The dictionary has been enriched with morphosyntactic and semantic information. It was then used in the specific task of capitalizing anthroponyms and other proper names on a corpus automa
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Using Natural Alignment to Extract Translation Equivalentshen, they need to get a corpus aligned at the sentence level. Such an alignment can require further manual corrections if the parallel corpus contains insertions, deletions, or fuzzy sentence boundaries. This paper shows that it is possible to extract bilingual lexicons without aligning parallel tex
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Open-Source Portuguese–Spanish Machine Translatione . Spanish language pair, developed using the OpenTrad Apertium MT toolbox (.). Apertium uses finite-state transducers for lexical processing, hidden Markov models for part-of-speech tagging, and finite-state-based chunking for structural transfer, and is based on a simple rationale: to produce fas
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Weighted Finite-State Transducer Inference for Limited-Domain Speech-to-Speech Translationpeech recognition with the machine translation modules. Transducer inference algorithms to automatically learn the translation module are also presented. Good experimental results confirmed the adequacy of these techniques to limited-domain tasks. In particular, the reordering algorithm proposed sho
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A Golden Resource for Named Entity Recognition in Portugueser named entity recognizers for Portuguese. We discuss the options taken and the originality of our approach compared with previous evaluation initiatives in the area. We document the choice of categories, their quantitative weight in the overall collection and how we deal with vagueness and underspe
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