基于知识迁移和双向异步序列的对话生成模型

王勇超,曹钰,杨玉辉,许端清

Dialogue generation model based on knowledge transfer and two-direction asynchronous sequence

Yong-chao WANG,Yu CAO,Yu-hui YANG,Duan-qing XU

表 6 不同模型生成回复的实例对比

Tab.6 Example comparisons of generating responses with different models

模型 文本类型 文本内容 原始数据 输入 Interstellar is a pretty good movie. we will tell you it is a documentary. 原始数据 回复 I gonna watch that one next week! I like documentary. But I heard the ending to interstellar is just awful. Seq2Seq 生成回复 It’s a movie, but it’s not. CopyNet 生成回复 I 'm really very sorry but movies can be documentary. CCM 生成回复 I’m not a movie, but I’m not a movie. TransDG 生成回复 I’m a fan of movie, but I have not watched it yet. 本研究 生成回复 Documentary is a genre of movies, but I'll have to take your word for watching it.