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Self-Destructing Models: Increasing the Costs of Harmful Dual Uses in Foundation Models


Nov 27, 2022
Eric Mitchell, Peter Henderson, Christopher D. Manning, Dan Jurafsky, Chelsea Finn

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* Presented at the First Workshop of Pre-training: Perspectives, Pitfalls, and Paths Forward (ICML, 2022) and New Frontiers in Adversarial Machine Learning Workshop (ICML, 2022) 

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Picking on the Same Person: Does Algorithmic Monoculture lead to Outcome Homogenization?


Nov 25, 2022
Rishi Bommasani, Kathleen A. Creel, Ananya Kumar, Dan Jurafsky, Percy Liang

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* Published at NeurIPS 2022, presented at EAAMO 2022 

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Follow the Wisdom of the Crowd: Effective Text Generation via Minimum Bayes Risk Decoding


Nov 14, 2022
Mirac Suzgun, Luke Melas-Kyriazi, Dan Jurafsky

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* https://github.com/suzgunmirac/crowd-sampling 

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Easily Accessible Text-to-Image Generation Amplifies Demographic Stereotypes at Large Scale


Nov 07, 2022
Federico Bianchi, Pratyusha Kalluri, Esin Durmus, Faisal Ladhak, Myra Cheng, Debora Nozza, Tatsunori Hashimoto, Dan Jurafsky, James Zou, Aylin Caliskan

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Multilingual BERT has an accent: Evaluating English influences on fluency in multilingual models


Oct 11, 2022
Isabel Papadimitriou, Kezia Lopez, Dan Jurafsky

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When and why vision-language models behave like bags-of-words, and what to do about it?


Oct 06, 2022
Mert Yuksekgonul, Federico Bianchi, Pratyusha Kalluri, Dan Jurafsky, James Zou

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* Fixed a typo in the title 

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When and why vision-language models behave like bag-of-words models, and what to do about it?


Oct 04, 2022
Mert Yuksekgonul, Federico Bianchi, Pratyusha Kalluri, Dan Jurafsky, James Zou

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Pile of Law: Learning Responsible Data Filtering from the Law and a 256GB Open-Source Legal Dataset


Jul 01, 2022
Peter Henderson, Mark S. Krass, Lucia Zheng, Neel Guha, Christopher D. Manning, Dan Jurafsky, Daniel E. Ho

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How Human is Human Evaluation? Improving the Gold Standard for NLG with Utility Theory


May 24, 2022
Kawin Ethayarajh, Dan Jurafsky

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Prompt-and-Rerank: A Method for Zero-Shot and Few-Shot Arbitrary Textual Style Transfer with Small Language Models


May 23, 2022
Mirac Suzgun, Luke Melas-Kyriazi, Dan Jurafsky

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* GitHub page: https://github.com/suzgunmirac/prompt-and-rerank. Project page: https://lukemelas.github.io/prompt-and-rerank/ 

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