dl-papers

Deep learning papers list for personal archiving purpose

Done

NLP

• Natural Language Processing (almost) from Scratch (2011) [arXiv] [note]

Conversation model

• Generating Long and Diverse Responses with Neural Conversation Models (2017) [arXiv] [note]

Seq2Seq

• Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation (2014) [arXiv] [note]
• Sequence to Sequence Learning with Neural Networks (2014) [arXiv] [note]

Reinforcement learning

• Deep Reinforcement Learning for Dialogue Generation (2016) [arXiv] [note]

Adversarial learning

• Adversarial Learning for Neural Dialogue Generation (2017) [arXiv] [note]

Personality

• A Persona-Based Neural Conversation Model (2016) [arXiv] [note]

Goal-oriented dialog

• Learning End-To-End Goal-oriented Dialog (2017) [pdf] [note]

To read

Context

• Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models (2015) [arXiv]
• Attention with Intention for a Neural Network Conversation Model (2015) [arXiv]
• End-To-End Memory Networks (2015) [arXiv]
• Neural Net Models of Open-domain Discourse Coherence (2017) [arXiv]

Reasoning

• A simple neural network module for relational reasoning (2017) [arXiv]  

NLP with CNN

• Convolutional Neural Networks for Sentence Classification (2014) [arXiv]
• Deep Convolutional Neural Networks for Sentiment Analysis of Short Texts (2014) [aclweb]
• Convolutional Sequence to Sequence Learning (2017) [arXiv]

One shot learning

• Matching Networks for One Shot Learning (2016) [arXiv]

A lot of papers related to conversation model with DL

• https://web.stanford.edu/~jiweil/Publications_ByYear.html

References

• https://github.com/dennybritz/deeplearning-papernotes
• http://www.wildml.com/2016/04/deep-learning-for-chatbots-part-1-introduction/