学习笔记（52）- 对话系统近期研究进展

本文仅作学习

《从ICLR 2020、AAAI 2020看对话系统近期研究进展》

原文： https://mp.weixin.qq.com/s/z-kltAnnna-1yirx-oKBLA

论文来源	论文标题	论文链接	代码链接	数据集
ICLR 2020	Sequential Latent Knowledge Selection for Knowledge-Grounded Dialogue	https://arxiv.org/abs/2002.07510	https://github.com/bckim92/sequential-knowledge-transformer	Wizard of Wikipedia 、 Holl-E
ICLR 2020	Low-Resource Knowledge-Grounded Dialogue Generation	https://arxiv.org/abs/2002.10348		Test Seen of Wizard 、 CMU_DoG
AAAI 2020	A Pre-training Based Personalized Dialogue Generation Model with Persona-sparse Data	https://arxiv.org/abs/1911.04700		PersonalDialog（微博）
AAAI 2020	End-to-End Trainable Non-Collaborative Dialog System	https://arxiv.org/abs/1911.10742	https://gitlab.com/ucdavisnlp/antiscam	ANTISCAM
ICLR 2020	Augmenting Non-Collaborative Dialog Systems with Explicit Semantic and Strategic Dialog History	https://arxiv.org/abs/1909.13425		CraigslistBargain 、Persuasion For Good
AAAI 2020	Towards Scalable Multi-Domain Conversational Agents: The Schema-Guided Dialogue Dataset	https://arxiv.org/abs/1909.05855	https://github.com/google-research-datasets/dstc8-schema-guided-dialogue	SGD
ACL 2020	KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation	https://arxiv.org/abs/2004.04100	https://github.com/thu-coai/KdConv	KdConv