Ekin Akyürek

According to our database, Ekin Akyürek authored at least 23 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Backpropagation through Back Substitution with a Backslash.

Alan Edelman, Ekin Akyürek, Yuyang Wang

SIAM J. Matrix Anal. Appl., March, 2024

The Surprising Effectiveness of Test-Time Training for Abstract Reasoning.

Ekin Akyürek, Mehul Damani, Linlu Qiu, Han Guo, Yoon Kim, Jacob Andreas

CoRR, 2024

Learning Linear Attention in Polynomial Time.

Morris Yau, Ekin Akyürek, Jiayuan Mao, Joshua B. Tenenbaum, Stefanie Jegelka, Jacob Andreas

CoRR, 2024

Elements of World Knowledge (EWOK): A cognition-inspired framework for evaluating basic world knowledge in language models.

Anna A. Ivanova, Aalok Sathe, Benjamin Lipkin, Unnathi Kumar, Setayesh Radkani, Thomas Hikaru Clark, Carina Kauf, Jennifer Hu, R. T. Pramod, Gabriel Grand, Vivian C. Paulun, Maria Ryskina, Ekin Akyürek, Ethan Wilcox, Nafisa Rashid, Leshem Choshen, Roger Levy, Evelina Fedorenko, Joshua B. Tenenbaum, Jacob Andreas

CoRR, 2024

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

Zhaofeng Wu, Linlu Qiu, Alexis Ross, Ekin Akyürek, Boyuan Chen, Bailin Wang, Najoung Kim, Jacob Andreas, Yoon Kim

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

In-Context Language Learning: Architectures and Algorithms.

Ekin Akyürek, Bailin Wang, Yoon Kim, Jacob Andreas

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Deductive Closure Training of Language Models for Coherence, Accuracy, and Updatability.

Afra Feyza Akyürek, Ekin Akyürek, Leshem Choshen, Derry Wijaya, Jacob Andreas

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

RL4F: Generating Natural Language Feedback with Reinforcement Learning for Repairing Model Outputs.

Afra Feyza Akyürek, Ekin Akyürek, Aman Madaan, Ashwin Kalyan, Peter Clark, Derry Wijaya, Niket Tandon

CoRR, 2023

Compositional Semantic Parsing with Large Language Models.

Andrew Drozdov, Nathanael Schärli, Ekin Akyürek, Nathan Scales, Xinying Song, Xinyun Chen, Olivier Bousquet, Denny Zhou

Proceedings of the Eleventh International Conference on Learning Representations, 2023

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

Ekin Akyürek, Dale Schuurmans, Jacob Andreas, Tengyu Ma, Denny Zhou

Proceedings of the Eleventh International Conference on Learning Representations, 2023

RL4F: Generating Natural Language Feedback with Reinforcement Learning for Repairing Model Outputs.

Afra Feyza Akyürek, Ekin Akyürek, Ashwin Kalyan, Peter Clark, Derry Tanti Wijaya, Niket Tandon

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

LexSym: Compositionality as Lexical Symmetry.

Ekin Akyürek, Jacob Andreas

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Tracing Knowledge in Language Models Back to the Training Data.

Ekin Akyürek, Tolga Bolukbasi, Frederick Liu, Binbin Xiong, Ian Tenney, Jacob Andreas, Kelvin Guu

CoRR, 2022

Compositionality as Lexical Symmetry.

Ekin Akyürek, Jacob Andreas

CoRR, 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

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Subspace Regularizers for Few-Shot Class Incremental Learning.

Afra Feyza Akyürek, Ekin Akyürek, Derry Wijaya, Jacob Andreas

Proceedings of the Tenth International Conference on Learning Representations, 2022

Towards Tracing Knowledge in Language Models Back to the Training Data.

Ekin Akyürek, Tolga Bolukbasi, Frederick Liu, Binbin Xiong, Ian Tenney, Jacob Andreas, Kelvin Guu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

2021

Lexicon Learning for Few-Shot Neural Sequence Modeling.

Ekin Akyürek, Jacob Andreas

CoRR, 2021

Learning to Recombine and Resample Data For Compositional Generalization.

Ekin Akyürek, Afra Feyza Akyürek, Jacob Andreas

Proceedings of the 9th International Conference on Learning Representations, 2021

Lexicon Learning for Few Shot Sequence Modeling.

Ekin Akyürek, Jacob Andreas

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2019

Morphological Analysis Using a Sequence Decoder.

Ekin Akyürek, Erenay Dayanik, Deniz Yuret

Trans. Assoc. Comput. Linguistics, 2019

2018

MorphNet: A sequence-to-sequence model that combines morphological analysis and disambiguation.

Erenay Dayanik, Ekin Akyürek, Deniz Yuret

CoRR, 2018

Through the Glance Mug: A Familiar Artefact to Support Opportunistic Search in Meetings.

Ahmet Börütecene, Idil Bostan, Ekin Akyürek, Alpay Sabuncuoglu, Ilker Temuzkusu, Çaglar Genç, Tilbe Göksun, Oguzhan Özcan

Proceedings of the Twelfth International Conference on Tangible, 2018