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# System prepended metadata

title: 期末彙整

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# 期末彙整
## Papers
* [BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding](https://arxiv.org/abs/1810.04805)
    * 往後的NLP任務都使用Transfer Learning
* [Towards a Human-like Open-Domain Chatbot](https://arxiv.org/abs/2001.09977)
    * Google 的開放域聊天機器人"Meena"
* [PLATO: Pre-trained Dialogue Generation Model with Discrete Latent Variable](https://arxiv.org/abs/1910.07931)
* [PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum Learning](https://arxiv.org/abs/2006.16779)
    * 百度的開放域聊天機器人"PLATO"

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* [基於對話情境及同理分析於條件轉換器之同理回應生成](https://etdquery.lib.ncku.edu.tw/etds_query/etd_detail.php?UWYPcgBhDnQGaVE8XQIKNFFjCDgANVYtA2ICMgM3CT9SMg00UGdbZAAzA2AMNwA8Dz4GN1NgCmw%3D)
    * 架構中分別有情緒偵測、對話主題偵測、情境偵測、回應生成
    * 情緒偵測和對話主題偵測用BERT預訓練，情境偵測用SBERT預訓練，再用Conditional Transformer做回應生成

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* Knowledge Graph(知識圖譜)
![](https://i.imgur.com/xbzJgiW.png)
研究是否可用在ChatBot作為個性化知識圖譜