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Existing datasets for narrative understanding often fail to represent the complexity and uncertainty of relationships in real-life social scenarios.
Does the chimpanzee have a theory of mind?
David Premack and Guy Woodruff. 1978 · 1978
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Beliefs about beliefs: Representation and constraining function of wrong beliefs in young children’s understanding of deception
Heinz Wimmer and Josef Perner. 1983 · 1983
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Interpersonal relationships
Ellen Berscheid. 1994 · 1994
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Sarah E Worth. 2004 · 2004
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Do 15-month-old infants understand false beliefs?
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Jonathan Chang, Jordan Boyd-Graber, and David M Blei. 2009 · 2009
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Philip Massey, Patrick Xia, David Bamman, and Noah A. Smith. 2015 · 2015
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Feuding families and former friends: Unsupervised learning for dynamic fictional relationships
Mohit Iyyer, Anupam Guha, Snigdha Chaturvedi, Jordan Boyd-Graber, and Hal Daumé III. 2016 · 2016
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Robust coreference resolution and entity linking on dialogues: Character identification on tv show transcripts
Henry Y. Chen, Ethan Zhou, and Jinho D. Choi. 2017 · 2017
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Modeling naive psychology of characters in simple commonsense stories
Hannah Rashkin, Antoine Bosselut, Maarten Sap, Kevin Knight, and Yejin Choi. 2018 · 2018
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Frowning frodo, wincing leia, and a seriously great friendship: Learning to classify emotional relationships of fictional characters
Evgeny Kim and Roman Klinger. 2019 · 2019
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Zhengzhe Yang and Jinho D. Choi. 2019 · 2019
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Relation clustering in narrative knowledge graphs
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Scalable zero-shot entity linking with dense entity retrieval
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Keen You and Dan Goldwasser. 2020 · 2020
Large language models meet harry potter: A dataset for aligning dialogue agents with characters
Nuo Chen, Yan Wang, Haiyun Jiang, Deng Cai, Yuhan Li, Ziyang Chen, Longyue Wang, and Jia Li. 2023 · 2023
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Kanishk Gandhi, Jan-Philipp Fränken, Tobias Gerstenberg, and Noah D. Goodman. 2023 · 2023
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The turing quest: Can transformers make good npcs?
Qi Chen Gao and Ali Emami. 2023 · 2023
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Simple approach for aspect sentiment triplet extraction using span-based segment tagging and dual extractors
Dongxu Li, Zhihao Yang, Yuquan Lan, Yunqi Zhang, Hui Zhao, and Gang Zhao. 2023 · 2023
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Lost in the middle: How language models use long contexts
Nelson F. Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, and Percy Liang. 2023 · 2023
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Rami Aly, Andreas Vlachos, and Ryan McDonald. 2021 · 2021
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“let your characters tell their story”: A dataset for character-centric narrative understanding
Faeze Brahman, Meng Huang, Oyvind Tafjord, Chao Zhao, Mrinmaya Sachan, and Snigdha Chaturvedi. 2021 · 2021
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Coreference resolution through a seq2seq transition-based system
Bernd Bohnet, Chris Alberti, and Michael Collins. 2022 · 2022
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TVShowGuess: Character comprehension in stories as speaker guessing
Yisi Sang, Xiangyang Mou, Mo Yu, Shunyu Yao, Jing Li, and Jeffrey Stanton. 2022 · 2022
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Heroes, villains, and victims, and GPT-3: Automated extraction of character roles without training data
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Chain-of-thought prompting elicits reasoning in large language models
Jason Wei, Xuezhi Wang, Dale Schuurmans, Maarten Bosma, Brian Ichter, Fei Xia, Ed Chi, Quoc Le, and Denny Zhou. 2022 · 2022
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OpenAI. 2023 · 2023
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Generative agents: Interactive simulacra of human behavior
Joon Sung Park, Joseph C. O’Brien, Carrie Jun Cai, Meredith Ringel Morris, Percy Liang, and Michael S. Bernstein. 2023 · 2023
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Communicative agents for software development
Chen Qian, Xin Cong, Wei Liu, Cheng Yang, Weize Chen, Yusheng Su, Yufan Dang, Jiahao Li, Juyuan Xu, Dahai Li, Zhiyuan Liu, and Maosong Sun. 2023 · 2023
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Characterchat: Learning towards conversational ai with personalized social support
Quan Tu, Chuanqi Chen, Jinpeng Li, Yanran Li, Shuo Shang, Dongyan Zhao, Ran Wang, and Rui Yan. 2023 · 2023
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Avalon’s game of thoughts: Battle against deception through recursive contemplation
Shenzhi Wang, Chang Liu, Zilong Zheng, Siyuan Qi, Shuo Chen, Qisen Yang, Andrew Zhao, Chaofei Wang, Shiji Song, and Gao Huang. 2023 · 2023
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narrative playcation games: An empirical study on werewolf
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Tree of thoughts: Deliberate problem solving with large language models
Shunyu Yao, Dian Yu, Jeffrey Zhao, Izhak Shafran, Thomas L. Griffiths, Yuan Cao, and Karthik R Narasimhan. 2023 · 2023
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Narrativeplay: Interactive narrative understanding
Runcong Zhao, Wenjia Zhang, Jiazheng Li, Lixing Zhu, Yanran Li, Yulan He, and Lin Gui. 2023 · 2023
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Are NLP models good at tracing thoughts: An overview of narrative understanding
Lixing Zhu, Runcong Zhao, Lin Gui, and Yulan He. 2023 · 2023
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Promptagent: Strategic planning with language models enables expert-level prompt optimization
Xinyuan Wang, Chenxi Li, Zhen Wang, Fan Bai, Haotian Luo, Jiayou Zhang, Nebojsa Jojic, Eric P. Xing, and Zhiting Hu. 2024 · 2024
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