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Christopher D. Manning

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pyvene: A Library for Understanding and Improving PyTorch Models via Interventions

Mar 12, 2024
Zhengxuan Wu, Atticus Geiger, Aryaman Arora, Jing Huang, Zheng Wang, Noah D. Goodman, Christopher D. Manning, Christopher Potts

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Model Editing with Canonical Examples

Feb 09, 2024
John Hewitt, Sarah Chen, Lanruo Lora Xie, Edward Adams, Percy Liang, Christopher D. Manning

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RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval

Jan 31, 2024
Parth Sarthi, Salman Abdullah, Aditi Tuli, Shubh Khanna, Anna Goldie, Christopher D. Manning

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Multilingual self-supervised speech representations improve the speech recognition of low-resource African languages with codeswitching

Nov 25, 2023
Tolúlopé Ògúnrèmí, Christopher D. Manning, Dan Jurafsky

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Fine-tuning Language Models for Factuality

Nov 14, 2023
Katherine Tian, Eric Mitchell, Huaxiu Yao, Christopher D. Manning, Chelsea Finn

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Pushdown Layers: Encoding Recursive Structure in Transformer Language Models

Oct 29, 2023
Shikhar Murty, Pratyusha Sharma, Jacob Andreas, Christopher D. Manning

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An Emulator for Fine-Tuning Large Language Models using Small Language Models

Oct 19, 2023
Eric Mitchell, Rafael Rafailov, Archit Sharma, Chelsea Finn, Christopher D. Manning

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Grokking of Hierarchical Structure in Vanilla Transformers

May 30, 2023
Shikhar Murty, Pratyusha Sharma, Jacob Andreas, Christopher D. Manning

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Direct Preference Optimization: Your Language Model is Secretly a Reward Model

May 29, 2023
Rafael Rafailov, Archit Sharma, Eric Mitchell, Stefano Ermon, Christopher D. Manning, Chelsea Finn

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Backpack Language Models

May 26, 2023
John Hewitt, John Thickstun, Christopher D. Manning, Percy Liang

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