Paper Reading List

June 27, 2018

This week’s reading list is below:

• Diverse Few-shot Text Classification with Multiple Metrics. NAACL 2018.
  • Presenter: Guanlin Li
• Learning Word Embeddings for Low-resource Languages by PU Learning. NAACL 2018.
  • Presenter: Xin-Tong Li
• Taskonomy: Disentangling Task Transfer Learning. CVPR 2018
  • Recommender: Lemao Liu
• End-to-End Memory Networks, 2015.
  • Presenter: Yu Liu

July 20, 2018

This week’s reading list is below:

• Matching Networks for One-Shot Learning, NIPS 2016.
• Prototypical Networks for Few-shot Learning, NIPS 2017.
• Few-Shot Learning Through an Information-Retrieval Lens, NIPS 2017.
  • Presenter: Guanlin Li
• Complementary Sum Sampling for Likelihood Approximation in Large Scale Classification, AISTATS 2017.
• Deep Generative Model for Joint Alignment and Word Representation, NAACL 2018.
  • Presenter: Xintong Li

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