AliMe Chat: A Sequence to Sequence and Rerank based Chatbot Engine論文筆記
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. Attentive Sequence to Sequence Networks