https://blog.csdn.net/BitCs_zt/article/details/82938086
列出自己閱讀的text classification論文的列表,以后有時間再整理相應的筆記。閱讀價值評分純粹是基於自己對於文章的理解,標准包括:動機、方法、數據集質量、實驗安排、相關工作等,滿分為5。列表如下:
名稱 所屬會議 類型 時間 閱讀價值
Recurrent Convolutional Neural Networks for Text Classification AAAI long paper 2015 4.5
Do Convolutional Networks need to be Deep for Text Classification ? AAAI 2017 work shop 4.5
Learning Structured Representation for Text Classification via Reinforcement Learning AAAI 2018 long paper 4
Enriching Word Vectors with Subword Information ACL 2017 long paper 4
Deep Pyramid Convolutional Neural Networks for Text Categorization ACL 2017 long paper 4.5
Universal Language Model Fine-tuning for Text Classification ACL 2018 long paper 4
Task-oriented Word Embedding for Text Classification COLING 2018 long paper 3.5
Very deep convolutional networks for text classification EACL 2017 long paper 4
Bag of Tricks for Efficient Text Classification EACL 2017 short paper 4.5
Convolutional Neural Networks for Sentence Classification EMNLP long paper 2014 5
Recurrent Neural Network for Text Classification with Multi-Task Learning IJCAI long paper 2016 4
A Generalized Recurrent Neural Architecture for Text Classification with Multi-Task Learning IJCAI long paper 2017 4
Combining Knowledge with Deep Convolutional Neural Networks for Short Text Classification IJCAI long paper 2017 4.5
Densely Connected CNN with Multi-scale Feature Attention for Text Classification IJCAI long paper 2017 4
A Sensitivity Analysis of (and Practitioners’ Guide to) Convolutional Neural Networks for Sentence Classification IJCNLP 2017 long paper 4.5
Hierarchical Attention Networks for Document Classification NACCL long paper 2016 4.5
Multinomial Adversarial Networks for Multi-Domain Text Classification NAACL long paper 2016 3
Gated Multi-Task Network for Text Classification NAACL long paper 2018 4
Character-level Convolutional Networks for Text Classification NIPS long paper 2015 4.5
Convolutional Neural Networks for Text Categorization: Shallow Word-level vs. Deep Character-level 2016 4.5
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作者:ZSYGOOOD
來源:CSDN
原文:https://blog.csdn.net/BitCs_zt/article/details/82938086?utm_source=copy
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