From cc53e60098569b4f6ba73ef715289fb47b063c29 Mon Sep 17 00:00:00 2001 From: Jimmy Lin Date: Wed, 23 May 2018 16:34:33 -0400 Subject: [PATCH] Update README.md --- README.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index 7bfba73..7403c5a 100644 --- a/README.md +++ b/README.md @@ -8,15 +8,15 @@ This is the common repo for PyTorch deep learning models by the Data Systems Gro For sentiment analysis, topic classification, etc. -+ [Kim CNN](./kim_cnn/): baseline convolutional neural networks -+ [conv-RNN](./conv_rnn): convolutional RNN ++ [Kim CNN](./kim_cnn/): baseline convolutional neural network for sentence classification [(Kim, EMNLP 2014)](http://www.aclweb.org/anthology/D14-1181) ++ [conv-RNN](./conv_rnn): convolutional RNN [(Wang et al., KDD 2017)](https://dl.acm.org/citation.cfm?id=3098140) ### Predictions Over Two Input Sequences For paraphrase detection, question answering, etc. -+ [SM-CNN](./sm_cnn/): Ranking short text pairs with Convolutional Neural Networks -+ [MP-CNN](./mp_cnn/): Sentence pair modelling with Multi-Perspective Convolutional Neural Networks ++ [SM-CNN](./sm_cnn/): Siamese CNN for ranking texts [(Severyn and Moschitti, SIGIR 2015)](https://dl.acm.org/citation.cfm?id=2767738) ++ [MP-CNN](./mp_cnn/): Multi-Perspective CNN [(He et al., EMNLP 2015)](http://anthology.aclweb.org/D/D15/D15-1181.pdf) + [NCE](./nce/): Noise-Contrastive Estimation for answer selection applied on SM-CNN and MP-CNN + [IDF Baseline](./idf_baseline/): IDF overlap between question and candidate answers