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Dawn Song

Joint Language Semantic and Structure Embedding for Knowledge Graph Completion

Sep 19, 2022
Jianhao Shen, Chenguang Wang, Linyuan Gong, Dawn Song

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* COLING 2022

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Forecasting Future World Events with Neural Networks

Jun 30, 2022
Andy Zou, Tristan Xiao, Ryan Jia, Joe Kwon, Mantas Mazeika, Richard Li, Dawn Song, Jacob Steinhardt, Owain Evans, Dan Hendrycks

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* Code and the Autocast dataset are available at https://github.com/andyzoujm/autocast

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PixMix: Dreamlike Pictures Comprehensively Improve Safety Measures

Dec 11, 2021
Dan Hendrycks, Andy Zou, Mantas Mazeika, Leonard Tang, Bo Li, Dawn Song, Jacob Steinhardt

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* Code and models are available at https://github.com/andyzoujm/pixmix

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Grounded Graph Decoding Improves Compositional Generalization in Question Answering

Nov 05, 2021
Yu Gai, Paras Jain, Wendi Zhang, Joseph E. Gonzalez, Dawn Song, Ion Stoica

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* To be published in Findings of EMNLP 2021. Code available at https://github.com/gaiyu0/cfq

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What Would Jiminy Cricket Do? Towards Agents That Behave Morally

Oct 25, 2021
Dan Hendrycks, Mantas Mazeika, Andy Zou, Sahil Patel, Christine Zhu, Jesus Navarro, Dawn Song, Bo Li, Jacob Steinhardt

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* NeurIPS 2021. Environments available here https://github.com/hendrycks/jiminy-cricket

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Zero-Shot Information Extraction as a Unified Text-to-Triple Translation

Sep 23, 2021
Chenguang Wang, Xiao Liu, Zui Chen, Haoyun Hong, Jie Tang, Dawn Song

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* EMNLP 2021; 14 pages, 5 figures, 9 tables

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