attention+RNN做文本情感分類《Recurrent Attention Network on Memory for Aspect Sentiment Analysis》
原文鏈接 本文發表於自然語言處理領域頂級會議 ACL 2017 代碼鏈接 摘要 本文提出了一種基於多重attention的可以捕捉長距離情感特徵的框架，該框架對無關信息具有更強的魯棒性，並且將多重attention的結果與RNN進行非線性組合，從而模型能夠提取更加複雜的特徵。實驗表明本文提出的框架效果不錯。 模型 我們假設輸入句子是一個序列 s={s1,s2,...,sτ−1,sτ,sτ+1,..
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相關文章
- 1. 2017emnlp---Recurrent Attention Network on Memory for Aspect Sentiment Analysis閱讀筆記
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- 8. 《Knowledge-enriched Two-layered Attention Network for Sentiment Analysis》
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