Hierarchical Attention Networks for Document Classification
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Citation Intent ClassificationClassificationDocument ClassificationGeneral ClassificationSentiment AnalysisText ClassificationSimilar Papers 제목 키워드 기반
Hierarchical Attentional Hybrid Neural Networks for Document Classification
Document classification is a challenging task with important applications. The deep learning approaches to the problem have gained much attention recently. Despite the progress, the proposed models do not incorporate the…
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The recent literature in text classification is biased towards short text sequences (e.g., sentences or paragraphs). In real-world applications, multi-page multi-paragraph documents are common and they cannot be efficien…
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Hierarchical attention networks have recently achieved remarkable performance for document classification in a given language. However, when multilingual document collections are considered, training such models separate…
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Hierarchical multi-label academic text classification (HMTC) is to assign academic texts into a hierarchically structured labeling system. We propose an attention-based hierarchical multi-label classification algorithm o…
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The recent literature in text classification is biased towards short text sequences (e.g., sentences or paragraphs). In real-world applications, multi-page multi-paragraph documents are common and they cannot be efficie…
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