cliff0412/AI-NLP-Paper-Readings

This is my reading list for my PhD in AI, NLP, Deep Learning and more.

My Reading List for Papers in AI, NLP, Deep Learning and More.

Last Update: Mar 2019

Affective Computing (AC)

• Basic Theory
• AC with Text
• AC with Image
• AC with Physiological Signals
• AC with Multi-modal Data

Natural Language Processing (NLP)

• Language Modelling
• Word, Sentence, Document Embedding
• Machine Reading
• Machine Translation
• Dialogue System
• Text Generation
• Text Summarization
• Text Classification
• Sentiment Analysis
• Lexicon

Machine Learning (ML)

• Optimization
• Architecture (RNN, CNN, VAE and More)
• Transfer Learning
• Reinforcement Learning
• Generative Adversarial Network (GAN)
• Variational Autoencoders (VAE)

Knowledge Representation (KR)

• Knowledge Graph
• Reasoning

License

This project is licensed under the GNU General Public License v3.0 License - see the LICENSE file for details