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Commonsense norms are defeasible by context: reading books is usually great, but not when driving a car.
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, Sandhini Agarwal, Ariel Herbert-Voss, Gretchen Krueger, T. J. Henighan, Rewon Child, Aditya Ramesh, Daniel M. Ziegler, Jeff Wu, Clemens Winter, Christopher Hesse, Mark Chen, Eric Sigler, Mateusz Litwin, Scott Gray, Benjamin Chess, Jack Clark, Christopher Berner, Sam McCandlish, Alec Radford, Ilya Sutskever, and Dario Amodei. 2020 · 1901
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The development of social knowledge: Morality and convention
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Bleu: a method for automatic evaluation of machine translation
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Rouge: A package for automatic evaluation of summaries
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Meteor: An automatic metric for mt evaluation with improved correlation with human judgments
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Microsoft coco: Common objects in context
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The quest for the boundaries of morality
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Billion-scale similarity search with GPUs
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From recognition to cognition: Visual commonsense reasoning
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Social chemistry 101: Learning to reason about social and moral norms
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The hateful memes challenge: Detecting hate speech in multimodal memes
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Connecting vision and language with localized narratives
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Disentangling label distribution for long-tailed visual recognition
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Delphi: Towards machine ethics and norms
Liwei Jiang, Jena D Hwang, Chandra Bhagavatula, Ronan Le Bras, Maxwell Forbes, Jon Borchardt, Jenny Liang, Oren Etzioni, Maarten Sap, and Yejin Choi. 2021 · 2021
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Symbolic knowledge distillation: from general language models to commonsense models
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Socratic models: Composing zero-shot multimodal reasoning with language
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Sparks of artificial general intelligence: Early experiments with gpt-4
Sébastien Bubeck, Varun Chandrasekaran, Ronen Eldan, John A. Gehrke, Eric Horvitz, Ece Kamar, Peter Lee, Yin Tat Lee, Yuan-Fang Li, Scott M. Lundberg, Harsha Nori, Hamid Palangi, Marco Tulio Ribeiro, and Yi Zhang. 2023 · 2023
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Wei-Lin Chiang, Zhuohan Li, Zi Lin, Ying Sheng, Zhanghao Wu, Hao Zhang, Lianmin Zheng, Siyuan Zhuang, Yonghao Zhuang, Joseph E. Gonzalez, Ion Stoica, and Eric P. Xing. 2023 · 2023
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Religious affiliation and conceptions of the moral domain
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LangChain
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When to make exceptions: Exploring language models as accounts of human moral judgment
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