Akyürek, Ekin

8 publications

NeurIPS 2025 Learning Linear Attention in Polynomial Time Morris Yau, Ekin Akyürek, Jiayuan Mao, Joshua B. Tenenbaum, Stefanie Jegelka, Jacob Andreas

ICML 2025 The Surprising Effectiveness of Test-Time Training for Few-Shot Learning Ekin Akyürek, Mehul Damani, Adam Zweiger, Linlu Qiu, Han Guo, Jyothish Pari, Yoon Kim, Jacob Andreas

ICML 2024 In-Context Language Learning: Architectures and Algorithms Ekin Akyürek, Bailin Wang, Yoon Kim, Jacob Andreas

ICLR 2023 Compositional Semantic Parsing with Large Language Models Andrew Drozdov, Nathanael Schärli, Ekin Akyürek, Nathan Scales, Xinying Song, Xinyun Chen, Olivier Bousquet, Denny Zhou

ICLR 2023 What Learning Algorithm Is In-Context Learning? Investigations with Linear Models Ekin Akyürek, Dale Schuurmans, Jacob Andreas, Tengyu Ma, Denny Zhou

NeurIPS 2022 Pre-Trained Language Models for Interactive Decision-Making Shuang Li, Xavier Puig, Chris Paxton, Yilun Du, Clinton Wang, Linxi Fan, Tao Chen, De-An Huang, Ekin Akyürek, Anima Anandkumar, Jacob Andreas, Igor Mordatch, Antonio Torralba, Yuke Zhu

ICLR 2022 Subspace Regularizers for Few-Shot Class Incremental Learning Afra Feyza Akyürek, Ekin Akyürek, Derry Wijaya, Jacob Andreas

ICLR 2021 Learning to Recombine and Resample Data for Compositional Generalization Ekin Akyürek, Afra Feyza Akyürek, Jacob Andreas