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Tapajós National Forest is a sustainable-use protected area established in 1974 in the state of Pará, Brazil. Spanning approximately 527,000 hectares, it preserves a vast tract of Amazon rainforest along the eastern banks of the Tapajós River. The forest is managed to balance conservation with the l...
Reserva Extrativista do Rio Cajari is a federal extractive reserve located in the state of Amapá, Brazil. Established in 1990, it spans over 500,000 hectares of Amazonian rainforest, encompassing dense tropical forest and wetland ecosystems. The protected area is designed to support the traditional...
TextRank is an unsupervised, graph-based algorithm used for extractive text summarization and keyword extraction. Introduced in 2004 by Rada Mihalcea and Paul Tarau, it operates by building a graph where sentences or words represent vertices connected by their semantic or lexical similarity. The alg...
LexRank is an unsupervised, graph-based method for extractive text summarization. It represents sentences as nodes, connects sentences according to lexical similarity, and applies an eigenvector centrality calculation related to PageRank to identify sentences that are important within the resulting...
SummaRuNNer is a recurrent neural network (RNN) model designed for extractive document summarization. Introduced in a 2017 paper by researchers at IBM, the model processes text at the sentence level to predict which sentences should be selected to form a concise summary. It operates by classifying e...
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