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Douwe Kiela

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Generative Representational Instruction Tuning

Feb 15, 2024
Niklas Muennighoff, Hongjin Su, Liang Wang, Nan Yang, Furu Wei, Tao Yu, Amanpreet Singh, Douwe Kiela

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KTO: Model Alignment as Prospect Theoretic Optimization

Feb 02, 2024
Kawin Ethayarajh, Winnie Xu, Niklas Muennighoff, Dan Jurafsky, Douwe Kiela

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I am a Strange Dataset: Metalinguistic Tests for Language Models

Jan 10, 2024
Tristan Thrush, Jared Moore, Miguel Monares, Christopher Potts, Douwe Kiela

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Leveraging Diffusion Perturbations for Measuring Fairness in Computer Vision

Nov 25, 2023
Nicholas Lui, Bryan Chia, William Berrios, Candace Ross, Douwe Kiela

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FinanceBench: A New Benchmark for Financial Question Answering

Nov 20, 2023
Pranab Islam, Anand Kannappan, Douwe Kiela, Rebecca Qian, Nino Scherrer, Bertie Vidgen

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Anchor Points: Benchmarking Models with Much Fewer Examples

Sep 14, 2023
Rajan Vivek, Kawin Ethayarajh, Diyi Yang, Douwe Kiela

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Towards Language Models That Can See: Computer Vision Through the LENS of Natural Language

Jun 28, 2023
William Berrios, Gautam Mittal, Tristan Thrush, Douwe Kiela, Amanpreet Singh

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OBELISC: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents

Jun 21, 2023
Hugo Laurençon, Lucile Saulnier, Léo Tronchon, Stas Bekman, Amanpreet Singh, Anton Lozhkov, Thomas Wang, Siddharth Karamcheti, Alexander M. Rush, Douwe Kiela, Matthieu Cord, Victor Sanh

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AfroDigits: A Community-Driven Spoken Digit Dataset for African Languages

Apr 04, 2023
Chris Chinenye Emezue, Sanchit Gandhi, Lewis Tunstall, Abubakar Abid, Josh Meyer, Quentin Lhoest, Pete Allen, Patrick Von Platen, Douwe Kiela, Yacine Jernite, Julien Chaumond, Merve Noyan, Omar Sanseviero

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