Rethinking Conversational Agents in the Era of LLMs: Proactivity, Non-collaborativity, and Beyond

Author:

Deng Yang1ORCID,Lei Wenqiang2ORCID,Huang Minlie3ORCID,Chua Tat-Seng1ORCID

Affiliation:

1. National University of Singapore, Singapore

2. Sichuan Univeristy, China

3. Tsinghua University, China

Publisher

ACM

Reference64 articles.

1. Mohammad Aliannejadi , Hamed Zamani , Fabio Crestani , and W.  Bruce Croft . 2019 . Asking Clarifying Questions in Open-Domain Information-Seeking Conversations. In SIGIR 2019. 475–484. Mohammad Aliannejadi, Hamed Zamani, Fabio Crestani, and W. Bruce Croft. 2019. Asking Clarifying Questions in Open-Domain Information-Seeking Conversations. In SIGIR 2019. 475–484.

2. Just Say No;Baheti Ashutosh;In EMNLP,2021

3. Vevake Balaraman and Bernardo Magnini. 2020. Proactive systems and influenceable users: Simulating proactivity in task-oriented dialogues. In SEMDIAL. 1–12. Vevake Balaraman and Bernardo Magnini. 2020. Proactive systems and influenceable users: Simulating proactivity in task-oriented dialogues. In SEMDIAL. 1–12.

4. Liang Chen , Yang Deng , Yatao Bian , Zeyu Qin , Bingzhe Wu , Tat-Seng Chua , and Kam-Fai Wong . 2023 . Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge Generators. arXiv preprint arXiv:2310.07289 (2023). Liang Chen, Yang Deng, Yatao Bian, Zeyu Qin, Bingzhe Wu, Tat-Seng Chua, and Kam-Fai Wong. 2023. Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge Generators. arXiv preprint arXiv:2310.07289 (2023).

5. Maximillian Chen , Weiyan Shi , Feifan Yan , Ryan Hou , Jingwen Zhang , Saurav Sahay , and Zhou Yu. 2022. Seamlessly Integrating Factual Information and Social Content with Persuasive Dialogue . In AACL/IJCNLP 2022 . 399–413. Maximillian Chen, Weiyan Shi, Feifan Yan, Ryan Hou, Jingwen Zhang, Saurav Sahay, and Zhou Yu. 2022. Seamlessly Integrating Factual Information and Social Content with Persuasive Dialogue. In AACL/IJCNLP 2022. 399–413.

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Large Language Model Powered Agents for Information Retrieval;Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval;2024-07-10

2. Towards Human-centered Proactive Conversational Agents;Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval;2024-07-10

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