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Large Language Models (LLMs) have significantly advanced user-bot interactions, enabling more complex and coherent dialogues.
Language models are few-shot learners
Tom B Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, et al. 2020 · 1901
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Analysis of user interaction with service oriented chatbot systems
Marie-Claire Jenkins, Richard Churchill, Stephen Cox, and Dan Smith. 2007 · 2007
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Ava: A large-scale database for aesthetic visual analysis
Naila Murray, Luca Marchesotti, and Florent Perronnin. 2012 · 2012
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Definitions of engagement in human-agent interaction
Nadine Glas and Catherine Pelachaud. 2015a · 2015
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Survey on intelligent chatbots: State-of-the-art and future research directions
Ebtesam H Almansor and Farookh Khadeer Hussain. 2020 · 2019
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What makes a good conversation? how controllable attributes affect human judgments
Abigail See, Stephen Roller, Douwe Kiela, and Jason Weston. 2019 · 2019
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Predictive engagement: An efficient metric for automatic evaluation of open-domain dialogue systems
Sarik Ghazarian, Ralph Weischedel, Aram Galstyan, and Nanyun Peng. 2020 · 2020
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Laion-aesthetics-predictor-v2
Christoph Schuhmann. 2020 · 2020
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Survey on evaluation methods for dialogue systems
Jan Deriu, Alvaro Rodrigo, Arantxa Otegi, Guillermo Echegoyen, Sophie Rosset, Eneko Agirre, and Mark Cieliebak. 2021 · 2021
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A literature survey of recent advances in chatbots
Guendalina Caldarini, Sardar Jaf, and Kenneth McGarry. 2022 · 2022
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Evaluating human-language model interaction
Mina Lee, Megha Srivastava, Amelia Hardy, John Thickstun, Esin Durmus, Ashwin Paranjape, Ines Gerard-Ursin, Xiang Lisa Li, Faisal Ladhak, Frieda Rong, et al. 2022 · 2022
Cited alongside, same era.
Simulacra aesthetic captions
John David Pressman, Katherine Crowson, and Simulacra Captions Contributors. 2022 · 2022
Cited alongside, same era.
A simple survey of pre-trained language models
Conversational ai unleashed: A comprehensive review of nlp-powered chatbot platforms
SHUBHAM Chaurasia, SHUBHA Jain, HO Vishwkarma, and NISHANT Singh. 2023 · 2023
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“i am in your computer while we talk to each other” a content analysis on the use of language-based strategies by humans and a social chatbot in initial human-chatbot interactions
Emmelyn AJ Croes, Marjolijn L Antheunis, Martijn B Goudbeek, and Nathan W Wildman. 2023 · 2023
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Rewarding chatbots for real-world engagement with millions of users
Robert Irvine, Douglas Boubert, Vyas Raina, Adian Liusie, Ziyi Zhu, Vineet Mudupalli, Aliaksei Korshuk, Zongyi Liu, Fritz Cremer, Valentin Assassi, et al. 2023 · 2023
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A multimodal approach for modeling engagement in conversation
Arthur Pellet-Rostaing, Roxane Bertrand, Auriane Boudin, Stéphane Rauzy, and Philippe Blache. 2023 · 2023
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Zhenyi Zhu. 2022 · 2022
Cited alongside, same era.
Qwen-vl: A versatile vision-language model for understanding, localization, text reading, and beyond
J Bai, S Bai, S Yang, et al. 2023a
Cited in the paper.
Jinze Bai, Shuai Bai, Yunfei Chu, Zeyu Cui, Kai Dang, Xiaodong Deng, Yang Fan, Wenbin Ge, Yu Han, Fei Huang, Binyuan Hui, Luo Ji, Mei Li, Junyang Lin, Runji Lin, Dayiheng Liu, Gao Liu, Chengqiang Lu, Keming Lu, Jianxin Ma, Rui Men, Xingzhang Ren, Xuancheng Ren, Chuanqi Tan, Sinan Tan, Jianhong Tu, Peng Wang, Shijie Wang, Wei Wang, Shengguang Wu, Benfeng Xu, Jin Xu, An Yang, Hao Yang, Jian Yang, Shusheng Yang, Yang Yao, Bowen Yu, Hongyi Yuan, Zheng Yuan, Jianwei Zhang, Xingxuan Zhang, Yichang Zhang, Zhenru Zhang, Chang Zhou, Jingren Zhou, Xiaohuan Zhou, and Tianhang Zhu. 2023b
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User engagement and preferences in information-giving chat with virtual agents
Nadine Glas and Catherine Pelachaud. 2015b
Cited in the paper.
Development and validation of engagement and rapport scales for evaluating user experience in multimodal dialogue systems
Fuma Kurata, Mao Saeki, Masaki Eguchi, Shungo Suzuki, Hiroaki Takatsu, and Yoichi Matsuyama
Cited in the paper.
Shuai Zhang, Yu Lu, Junwen Liu, Jia Yu, Huachuan Qiu, Yuming Yan, and Zhenzhong Lan. 2024 · 2024
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Judging llm-as-a-judge with mt-bench and chatbot arena
Lianmin Zheng, Wei-Lin Chiang, Ying Sheng, Siyuan Zhuang, Zhanghao Wu, Yonghao Zhuang, Zi Lin, Zhuohan Li, Dacheng Li, Eric Xing, et al. 2024 · 2024
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