参考资料¶
- Robot
- Xiaoice
From Eliza to XiaoIce: Challenges and Opportunities with Social Chatbots https://arxiv.org/abs/1801.01957v2
- Xiaoice2
The Design and Implementation of XiaoIce, an Empathetic Social Chatbot https://arxiv.org/abs/1812.08989
- Survey
A Survey on Dialogue Systems: Recent Advances and New Frontiers https://arxiv.org/abs/1711.01731v2
- FAIR
Open-Domain Conversational Agents: Current Progress, Open Problems, and Future Directions https://arxiv.org/abs/2006.12442v2
- SoundingBoard
Building A User-Centric and Content-Driven Socialbot https://arxiv.org/abs/2005.02623
- Tutorial
Deep Chit-Chat: Deep Learning for ChatBots http://ruiyan.me/pubs/tutorial-emnlp18.pdf
- Seq2Seq
Sequence to Sequence Learning with Neural Networks https://papers.nips.cc/paper/2014/file/a14ac55a4f27472c5d894ec1c3c743d2-Paper.pdf
- NNDL
神经网络与深度学习
- Chatbot
Chatbot Tutorial https://pytorch.org/tutorials/beginner/chatbot_tutorial.html
- Controllable
Controllable Neural Text Generation https://lilianweng.github.io/lil-log/2021/01/02/controllable-neural-text-generation.html
- GPT2
Language Models are Unsupervised Multitask Learners https://d4mucfpksywv.cloudfront.net/better-language-models/language-models.pdf
- GPT3
Language Models are Few-Shot Learners https://arxiv.org/abs/2005.14165
- DialoGPT
DialoGPT: Large-Scale Generative Pre-training for Conversational Response Generation https://arxiv.org/abs/1911.00536v3