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Call for Papers -- The BabyLM Challenge: Sample-efficient pretraining on a developmentally plausible corpus


Jan 27, 2023
Alex Warstadt, Leshem Choshen, Aaron Mueller, Adina Williams, Ethan Wilcox, Chengxu Zhuang

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Language model acceptability judgements are not always robust to context


Dec 18, 2022
Koustuv Sinha, Jon Gauthier, Aaron Mueller, Kanishka Misra, Keren Fuentes, Roger Levy, Adina Williams

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The Curious Case of Absolute Position Embeddings


Oct 23, 2022
Koustuv Sinha, Amirhossein Kazemnejad, Siva Reddy, Joelle Pineau, Dieuwke Hupkes, Adina Williams

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* Accepted at EMNLP 2022 Findings; 5 pages and 15 pages Appendix 

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Learning Transductions to Test Systematic Compositionality


Aug 17, 2022
Josef Valvoda, Naomi Saphra, Jonathan Rawski, Ryan Cotterell, Adina Williams

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DataPerf: Benchmarks for Data-Centric AI Development


Jul 20, 2022
Mark Mazumder, Colby Banbury, Xiaozhe Yao, Bojan Karlaš, William Gaviria Rojas, Sudnya Diamos, Greg Diamos, Lynn He, Douwe Kiela, David Jurado, David Kanter, Rafael Mosquera, Juan Ciro, Lora Aroyo, Bilge Acun, Sabri Eyuboglu, Amirata Ghorbani, Emmett Goodman, Tariq Kane, Christine R. Kirkpatrick, Tzu-Sheng Kuo, Jonas Mueller, Tristan Thrush, Joaquin Vanschoren, Margaret Warren, Adina Williams, Serena Yeung, Newsha Ardalani, Praveen Paritosh, Ce Zhang, James Zou, Carole-Jean Wu, Cody Coleman, Andrew Ng, Peter Mattson, Vijay Janapa Reddi

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Perturbation Augmentation for Fairer NLP


May 25, 2022
Rebecca Qian, Candace Ross, Jude Fernandes, Eric Smith, Douwe Kiela, Adina Williams

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"I'm sorry to hear that": finding bias in language models with a holistic descriptor dataset


May 18, 2022
Eric Michael Smith, Melissa Hall Melanie Kambadur, Eleonora Presani, Adina Williams

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Winoground: Probing Vision and Language Models for Visio-Linguistic Compositionality


Apr 07, 2022
Tristan Thrush, Ryan Jiang, Max Bartolo, Amanpreet Singh, Adina Williams, Douwe Kiela, Candace Ross

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* CVPR 2022 

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Dynatask: A Framework for Creating Dynamic AI Benchmark Tasks


Apr 05, 2022
Tristan Thrush, Kushal Tirumala, Anmol Gupta, Max Bartolo, Pedro Rodriguez, Tariq Kane, William Gaviria Rojas, Peter Mattson, Adina Williams, Douwe Kiela

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* ACL System Demos 2022 

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A Latent-Variable Model for Intrinsic Probing


Jan 20, 2022
Karolina Stańczak, Lucas Torroba Hennigen, Adina Williams, Ryan Cotterell, Isabelle Augenstein

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