Deep Learning

Iterated Dilated Convolutions for NLP - NER as an example

This talk summarizes the paper [`Fast and Accurate Entity Recognition with Iterated Dilated Convolutions`](https://arxiv.org/abs/1702.02098).

Attention Mechanism

This talk summarizes the paper [`Effective Approaches to Attention-based Neural Machine Translation`](https://arxiv.org/abs/1508.04025).

Encode Decode Architecture

This talk summarizes the paper [`Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation`](https://arxiv.org/abs/1406.1078).

Structure of RNN Cells

A talk on the structures of RNN cells.