Speaker and Time-aware Joint Contextual Learning for Dialogue-act Classification in Counselling Conversations

Author:

Malhotra Ganeshan1,Waheed Abdul2,Srivastava Aseem3,Akhtar Md Shad3,Chakraborty Tanmoy3

Affiliation:

1. BITS Pilani, Goa, India

2. Maharaja Agrasen Institute of Technology, New Delhi, India

3. IIIT-Delhi, Delhi, India

Publisher

ACM

Reference49 articles.

1. Ali Ahmadvand , Jason Ingyu Choi, and Eugene Agichtein . 2019 . Contextual dialogue act classification for open-domain conversational agents. In SIGIR . 1273--1276. Ali Ahmadvand, Jason Ingyu Choi, and Eugene Agichtein. 2019. Contextual dialogue act classification for open-domain conversational agents. In SIGIR . 1273--1276.

2. Inci M. Baytas Cao Xiao Xi Zhang Fei Wang Anil K. Jain and Jiayu Zhou. 2017. Patient Subtyping via Time-Aware LSTM Networks. In SIGKDD. 65--74. Inci M. Baytas Cao Xiao Xi Zhang Fei Wang Anil K. Jain and Jiayu Zhou. 2017. Patient Subtyping via Time-Aware LSTM Networks. In SIGKDD. 65--74.

3. Manjot Bedi , Shivani Kumar , Md Shad Akhtar, and Tanmoy Chakraborty . 2021 . Multi-modal Sarcasm Detection and Humor Classification in Code-mixed Conversations. IEEE Transactions on Affective Computing ( 2021), 1--1. https://doi.org/10.1109/TAFFC.2021.3083522 10.1109/TAFFC.2021.3083522 Manjot Bedi, Shivani Kumar, Md Shad Akhtar, and Tanmoy Chakraborty. 2021. Multi-modal Sarcasm Detection and Humor Classification in Code-mixed Conversations. IEEE Transactions on Affective Computing (2021), 1--1. https://doi.org/10.1109/TAFFC.2021.3083522

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

5. Zheqian Chen Rongqin Yang Zhou Zhao Deng Cai and Xiaofei He. 2018. Dialogue act recognition via crf-attentive structured network. In SIGIR . 225--234. Zheqian Chen Rongqin Yang Zhou Zhao Deng Cai and Xiaofei He. 2018. Dialogue act recognition via crf-attentive structured network. In SIGIR . 225--234.

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