Reading Discussion 9: Recurrent Neural Networks for Text Data

Key Word(s): Text Data, Recurrent Neural Networks

Selected Readings

Expository

• Visualizations of Recurrent Neural Networks
• Attention and Augmented Recurrent Neural Networks
• Man is to Doctor as Woman is to Nurse: the Gender Bias of Word Embeddings

Research

• Visualizing memorization in RNNs
• Understanding the Origins of Bias in Word Embeddings
• ConceptVector: Text Visual Analytics via Interactive Lexicon Building using Word Embedding