Ekin Akyürek

What learning algorithm is in-context learning? Investigations with linear models

Ekin Akyürek, Dale Schuurmans, Jacob Andreas et al. · arXiv (Cornell University) · 2022 · 85 citations · Full text

Computing, Computer Science, Machine Learning +11

Pre-Trained Language Models for Interactive Decision-Making

Shuang Li, Xavier Puig, Chris Paxton et al. · CaltechAUTHORS (California Institute of Technology) · 2022 · 53 citations · Full text

Computing, Computer Science, Artificial Intelligence +15

Reasoning or Reciting? Exploring the Capabilities and Limitations of Language Models Through Counterfactual Tasks

Zhaofeng Wu, Linlu Qiu, Alexis Ross et al. · 2024 · 44 citations · Full text

Computing, Psychology, Cognitive Psychology +9

Subspace Regularizers for Few-Shot Class Incremental Learning

Afra Feyza Akyürek, Ekin Akyürek, Derry Wijaya et al. · arXiv (Cornell University) · 2021 · 42 citations · Full text

Computing, Computer Science, Computer Vision +15

Learning to Recombine and Resample Data For Compositional Generalization

Ekin Akyürek, Afra Feyza Akyürek, Jacob Andreas · 2021 · 36 citations

Computing, Computer Science, Computational Linguistics +16