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Open-domain dialogue systems need to grasp social commonsense to understand and respond effectively to human users.
Grounding in communication
HH Clark. 1991 · 1991
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Hao Zhou, Tom Young, Minlie Huang, Haizhou Zhao, Jingfang Xu, and Xiaoyan Zhu. 2018 · 2018
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Comet: Commonsense transformers for automatic knowledge graph construction
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Diverse and informative dialogue generation with context-specific commonsense knowledge awareness
Sixing Wu, Ying Li, Dawei Zhang, Yang Zhou, and Zhonghai Wu. 2020 · 2020
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ComFact: A Benchmark for Linking Contextual Commonsense Knowledge
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Commonsense and named entity aware knowledge grounded dialogue generation
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Chain-of-thought prompting elicits reasoning in large language models
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Reflect not reflex: Inference-based common ground improves dialogue response quality
Pei Zhou, Hyundong J. Cho, Pegah Jandaghi, Dong-Ho Lee, Bill Yuchen Lin, Jay Pujara, and Xiang Ren. 2022a · 2022
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Dialogue Chain-of-Thought Distillation for Commonsense-aware Conversational Agents
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Does gpt-3 generate empathetic dialogues? a novel in-context example selection method and automatic evaluation metric for empathetic dialogue generation
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Ye Liu, Wolfgang Maier, Wolfgang Minker, and Stefan Ultes. 2022 · 2022
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Cem: Commonsense-aware empathetic response generation
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Multiview Contextual Commonsense Inference: A New Dataset and Task
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Section-aware commonsense knowledge-grounded dialogue generation with pre-trained language model
Sixing Wu, Ying Li, Ping Xue, Dawei Zhang, and Zhonghai Wu. 2022a
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Reasoning before responding: Integrating commonsense-based causality explanation for empathetic response generation
Yahui Fu, Koji Inoue, Chenhui Chu, and Tatsuya Kawahara. 2023 · 2023
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Prompted llms as chatbot modules for long open-domain conversation
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Enhancing dialogue generation with conversational concept flows
Siheng Li, Wangjie Jiang, Pengda Si, Cheng Yang, Qiu Yao, Jinchao Zhang, Jie Zhou, and Yujiu Yang. 2023 · 2023
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Commonsense-aware prompting for controllable empathetic dialogue generation
Yiren Liu and Halil Kilicoglu. 2023 · 2023
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ConvoSense: Overcoming Monotonous Commonsense Inferences for Conversational AI
Sarah E. Finch and Jinho D. Choi. 2024 · 2024
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Grounded conversation generation as guided traverses in commonsense knowledge graphs
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