User Satisfaction Estimation with Sequential Dialogue Act Modeling in Goal-oriented Conversational Systems

Author:

Deng Yang1,Zhang Wenxuan1,Lam Wai1,Cheng Hong1,Meng Helen1

Affiliation:

1. The Chinese University of Hong Kong, Hong Kong

Funder

Center for Perceptual and Interactive Intelligence (CPII) Ltd under the Innovation and Technology Commission's InnoHK scheme

Publisher

ACM

Reference55 articles.

1. Ali Ahmadvand , Jason Ingyu Choi , and Eugene Agichtein . 2019 . Contextual Dialogue Act Classification for Open-Domain Conversational Agents. In SIGIR 2019. 1273–1276. Ali Ahmadvand, Jason Ingyu Choi, and Eugene Agichtein. 2019. Contextual Dialogue Act Classification for Open-Domain Conversational Agents. In SIGIR 2019. 1273–1276.

2. Praveen Kumar Bodigutla , Aditya Tiwari , Spyros Matsoukas , Josep Valls-Vargas , and Lazaros Polymenakos . 2020 . Joint Turn and Dialogue level User Satisfaction Estimation on Mulit-Domain Conversations. In Findings , EMNLP 2020. 3897–3909. Praveen Kumar Bodigutla, Aditya Tiwari, Spyros Matsoukas, Josep Valls-Vargas, and Lazaros Polymenakos. 2020. Joint Turn and Dialogue level User Satisfaction Estimation on Mulit-Domain Conversations. In Findings, EMNLP 2020. 3897–3909.

3. Deng Cai Yizhe Zhang Yichen Huang Wai Lam and Bill Dolan. 2020. Narrative Incoherence Detection. CoRR abs/2012.11157(2020). Deng Cai Yizhe Zhang Yichen Huang Wai Lam and Bill Dolan. 2020. Narrative Incoherence Detection. CoRR abs/2012.11157(2020).

4. Wanling Cai and Li Chen . 2020 . Predicting User Intents and Satisfaction with Dialogue-based Conversational Recommendations. In UMAP 2020. 33–42. Wanling Cai and Li Chen. 2020. Predicting User Intents and Satisfaction with Dialogue-based Conversational Recommendations. In UMAP 2020. 33–42.

5. Christophe Cerisara , Somayeh Jafaritazehjani , Adedayo Oluokun , and Hoa  T. Le . 2018 . Multi-task dialog act and sentiment recognition on Mastodon . In COLING 2018. 745–754. Christophe Cerisara, Somayeh Jafaritazehjani, Adedayo Oluokun, and Hoa T. Le. 2018. Multi-task dialog act and sentiment recognition on Mastodon. In COLING 2018. 745–754.

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