Algoliterary Encounters

Introduction

• Algolit
• Program

Algoliterary works

• Oulipo recipes
• i-could-have-written-that
• Obama, model for a politician
• In the company of CluebotNG

Algoliterary explorations

What the Machine Writes: a closer look at the output

• CHARNN text generator
• You shall know a word by the company it keeps

How the Machine Reads: Dissecting Neural Networks

Datasets

• Many many words
• The data (e)speaks

Common public datasets

• Common Crawl
• WikiHarass

Algoliterary datasets

• Frankenstein
• Learning from Deep Learning
• AnarchFem
• Tristes Tropiques

From words to numbers

• A Bag of Words
• A One Hot Vector

Special Focus: Word Embeddings

• About Word embeddings
• Crowd Embeddings

Different portraits of word embeddings

• Word embedding Projector
• 5 dimensions 32 graphs
• The GloVe Reader

Inspecting the technique

• word2vec_basic.py
• softmax annotated
• Reverse Algebra

How a Machine Might Speak

• We Are A Sentiment Thermometer

Sources

• Algoliterary Toolkit
• Algoliterary Bibliography