convolution neural networks for sentence model (reading list)

  • [convnet for sentences, dynamic, k-max pooling, stacked ] Nal Kalchbrenner, Edward Grefenstette and Phil Blunsom. "A Convolutional Neural Network for Modelling Sentences" pdf ACL 2014.

  • [convnet for sentences] Kim, Yoon. "Convolutional Neural Networks for Sentence Classification. “ arxiv : 2014. [code -theano ,code - keras]

  • [sentence matching, ARC-I, ARC-II] Baotian Hu, Zhengdong Lu, Hang Li, etc. “Convolutional Neural Network Architectures for Matching Natural Language Sentences.” pdf NIPS 2014

  • [Relation Classification, word feature, Position feature ] Daojian Zeng, Kang Liu, Siwei Lai, Guangyou Zhou and Jun Zhao "Relation Classification via Convolutional Deep Neural Network" pdf COLING 2014

  • [Text categorization, Word Order,seq-CNN for text, bow-CNN for text, parallel CNN ] Rie Johnson, Tong Zhang . "Effective Use ofWord Order for Text Categorization with Convolutional Neural Networks" arXiv 2014

  • [] Rie Johnson, Tong Zhang "Semi-supervised Convolutional Neural Networks for Text Categorization via Region Embedding" pdf NIPS 2015

  • [Tree CNN ] Phong Le and Willem Zuidema. "The Forest Convolutional Network: Compositional Distributional Semantics with a Neural Chart and without Binarization" pdf EMNLP 2015

最后編輯于 ：
?著作權(quán)歸作者所有,轉(zhuǎn)載或內(nèi)容合作請聯(lián)系作者
【社區(qū)內(nèi)容提示】社區(qū)部分內(nèi)容疑似由AI輔助生成，瀏覽時(shí)請結(jié)合常識與多方信息審慎甄別。
平臺(tái)聲明：文章內(nèi)容（如有圖片或視頻亦包括在內(nèi)）由作者上傳并發(fā)布，文章內(nèi)容僅代表作者本人觀點(diǎn)，簡書系信息發(fā)布平臺(tái)，僅提供信息存儲(chǔ)服務(wù)。

相關(guān)閱讀更多精彩內(nèi)容

友情鏈接更多精彩內(nèi)容