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Yoon Kim

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Improving Black-box Robustness with In-Context Rewriting

Feb 15, 2024
Kyle O'Brien, Nathan Ng, Isha Puri, Jorge Mendez, Hamid Palangi, Yoon Kim, Marzyeh Ghassemi, Thomas Hartvigsen

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Data Engineering for Scaling Language Models to 128K Context

Feb 15, 2024
Yao Fu, Rameswar Panda, Xinyao Niu, Xiang Yue, Hannaneh Hajishirzi, Yoon Kim, Hao Peng

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Diversity Measurement and Subset Selection for Instruction Tuning Datasets

Feb 04, 2024
Peiqi Wang, Yikang Shen, Zhen Guo, Matthew Stallone, Yoon Kim, Polina Golland, Rameswar Panda

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In-Context Language Learning: Architectures and Algorithms

Jan 30, 2024
Ekin Akyürek, Bailin Wang, Yoon Kim, Jacob Andreas

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Structured Code Representations Enable Data-Efficient Adaptation of Code Language Models

Jan 19, 2024
Mayank Agarwal, Yikang Shen, Bailin Wang, Yoon Kim, Jie Chen

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CHAMP: A Competition-level Dataset for Fine-Grained Analyses of LLMs' Mathematical Reasoning Capabilities

Jan 13, 2024
Yujun Mao, Yoon Kim, Yilun Zhou

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Gated Linear Attention Transformers with Hardware-Efficient Training

Dec 24, 2023
Songlin Yang, Bailin Wang, Yikang Shen, Rameswar Panda, Yoon Kim

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LQ-LoRA: Low-rank Plus Quantized Matrix Decomposition for Efficient Language Model Finetuning

Nov 20, 2023
Han Guo, Philip Greengard, Eric P. Xing, Yoon Kim

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Towards Verifiable Text Generation with Symbolic References

Nov 15, 2023
Lucas Torroba Hennigen, Shannon Shen, Aniruddha Nrusimha, Bernhard Gapp, David Sontag, Yoon Kim

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