AliMe Chat: A Sequence to Sequence and Rerank based Chatbot Engine论文笔记
摘要 阿里小蜜是开放域的问答系统，是检索式问答系统和生成式问答系统的结合体。算法 框架 直接上流程图，比较清晰数据库 用户输入一个问题q，先采用IR(Information Retrieval)模型检索出一些数据库中的QA对做为候选，而后采用attentive Seq2Seq模型对上述检索出的候选答案进行从新排序，若是排名第一的候选答案的得分高于某个阈值，将此答案做为标准答案输出，不然输出基于at
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相关文章
- 1. AliMe Chat: A Sequence to Sequence and Rerank based Chatbot Engine论文笔记
- 2. 论文阅读：《AliMe Chat: A Sequence to Sequence and Rerank based Chatbot Engine》
- 3. 【论文笔记】AliMe: seq2seq && IR
- 4. Convolutional Sequence to Sequence Learning 论文笔记
- 5. Translation with a Sequence to Sequence Network and Attention
- 6. Write a Sequence to Sequence (seq2seq) Model
- 7. 论文笔记《Incorporating Copying Mechanism in Sequence-to-Sequence Learning》
- 8. (Copynet)Incorporating Copying Mechanism in Sequence-to-Sequence Learning论文笔记
- 9. 论文笔记：Pervasive Attention: 2D Convolutional Neural Networks for Sequence-to-Sequence Prediction
- 10. Attentive Sequence to Sequence Networks