Search Results for author: Ruijian Xu

Found 3 papers, 1 papers with code

Response Ranking with Multi-types of Deep Interactive Representations in Retrieval-based Dialogues

1 code implementation ACM Transactions on Information Systems 2021 Ruijian Xu, Chongyang Tao, Jiazhan Feng, Wei Wu, Rui Yan, Dongyan Zhao

To tackle these challenges, we propose a representation[K]-interaction[L]-matching framework that explores multiple types of deep interactive representations to build context-response matching models for response selection.

Conversational Response Selection Retrieval

Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues

no code implementations14 Sep 2020 Ruijian Xu, Chongyang Tao, Daxin Jiang, Xueliang Zhao, Dongyan Zhao, Rui Yan

To address these issues, in this paper, we propose learning a context-response matching model with auxiliary self-supervised tasks designed for the dialogue data based on pre-trained language models.

Conversational Response Selection Retrieval

Chat More If You Like: Dynamic Cue Words Planning to Flow Longer Conversations

no code implementations19 Nov 2018 Lili Yao, Ruijian Xu, Chao Li, Dongyan Zhao, Rui Yan

To build an open-domain multi-turn conversation system is one of the most interesting and challenging tasks in Artificial Intelligence.

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