A clever and powerful way to combine multimodal feature representations

Notes on “Multimodal Compact…

Recurrent Convolutional Neural Networks for Text Classification

Overall thoughts: Research and…

fastText 🏃

Notes on Bag of Tricks for Efficient Text Classification

Hierarchical Multiscale Recurrent Neural Networks

Bag of Tricks for Efficient Text Classification

Overall thoughts: Well written, reproducible, rigorous analysis compared against strong baselines.

Generating small images by adding attention to variational autoencoders

Notes on “DRAW: Deep Recurrent Attentive Writer”

⁉️ Big Question

Language Modeling Survey

Notes on Exploring the Limits of Language Modeling

TL;DR Use a large, regularized LSTM language model with projection layers and Softmax approximation using importance sampling, trained on a large dataset, to beat…

CNNs for text classification

How good are they at NLP tasks with and without RNN techniques?