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AliMe Chat: A Sequence to Sequence and Rerank based Chatbot Engine論文筆記
時間 2020-01-22
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alime
chat
sequence
rerank
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chatbot
engine
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摘要 阿里小蜜是開放域的問答系統,是檢索式問答系統和生成式問答系統的結合體。算法 框架 直接上流程圖,比較清晰數據庫 用戶輸入一個問題q,先採用IR(Information Retrieval)模型檢索出一些數據庫中的QA對做爲候選,而後採用attentive Seq2Seq模型對上述檢索出的候選答案進行從新排序,若是排名第一的候選答案的得分高於某個閾值,將此答案做爲標準答案輸出,不然輸出基於at
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相關文章
1.
AliMe Chat: A Sequence to Sequence and Rerank based Chatbot Engine論文筆記
2.
論文閱讀:《AliMe Chat: A Sequence to Sequence and Rerank based Chatbot Engine》
3.
【論文筆記】AliMe: seq2seq && IR
4.
Convolutional Sequence to Sequence Learning 論文筆記
5.
Translation with a Sequence to Sequence Network and Attention
6.
Write a Sequence to Sequence (seq2seq) Model
7.
論文筆記《Incorporating Copying Mechanism in Sequence-to-Sequence Learning》
8.
(Copynet)Incorporating Copying Mechanism in Sequence-to-Sequence Learning論文筆記
9.
論文筆記:Pervasive Attention: 2D Convolutional Neural Networks for Sequence-to-Sequence Prediction
10.
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