Summer_Paper_Reading_2017

Ref:

• https://github.com/rgtjf/Summer_Paper_Reading_2016
• https://github.com/rgtjf/Paper-Reading-Third-Edition

eg: 0-ACL17-Ng-Paper_title.pdf

• Abstract
  • Overview:
  • Advantage:
  • Disadvantage:
  • What can I do? / Can I employ its idea?
• Experiments
  • DataSet:
  • Toolkit:
  • Baseline:
  • Result:

1-ICML16-Deepmind-Meta-Leanrning with Memory-augmented Neural Networks

PDF

2-Insurance QA

Task, QA-LSTM, Innter-Attention

3-Mnemonic Reader for Matchine Comprehension

4-1706-DeepMind-A simple neural network module for relational reasoning

PDF, Pytorch, Keras

5-1409-Unsupervised Domain Adaptation by Backpropagation

PDF

6-ACL17-FDU-Adversarial Multi-Criteria Learning for ChineseWord Segmentation

7-EMNLP14-kevin knight-Low Resource

8-EMNLP17-MSRA-SynNet

9-Summarization

• A Deep Reinforced Model for Abstractive Summarization
• ACL17-Stanford-Get to the point
• COLING’16-AttSum- Joint Learning of Focusing and Summarization with Neural Attention
• IJCAI‘16-Agreement-Based Joint Training for Bidirectional Attention-Based Neural Machine Translation
• NIPS15-Pointer Networks

10-EMNLP17-Socher-A Joint Many-Task Model

11-ACL117-Semi-supervised sequence tagging with bidirectional language models

12-ACL17-TextFlow

13-Multilingual

• Neural Relation Extraction with Multi-lingual Attention-