Ekin Akyürek

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 29

Top Topics

Document Ranking

Reinforcement Learning

Top Venues

Publications

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
Elements of World Knowledge (EWOK): A cognition-inspired framework for evaluating basic world knowledge in language models. CoRR (2024)
Ekin Akyürek, Bailin Wang, Yoon Kim, Jacob Andreas
In-Context Language Learning: Architectures and Algorithms. CoRR (2024)
Zhaofeng Wu, Linlu Qiu, Alexis Ross, Ekin Akyürek, Boyuan Chen, Bailin Wang, Najoung Kim, Jacob Andreas, Yoon Kim
Reasoning or Reciting? Exploring the Capabilities and Limitations of Language Models Through Counterfactual Tasks. NAACL-HLT (2024)
Alan Edelman, Ekin Akyürek, Yuyang Wang
Backpropagation through Back Substitution with a Backslash. SIAM J. Matrix Anal. Appl. 45 (1) (2024)
Afra Feyza Akyürek, Ekin Akyürek, Leshem Choshen, Derry Wijaya, Jacob Andreas
Deductive Closure Training of Language Models for Coherence, Accuracy, and Updatability. CoRR (2024)
Afra Feyza Akyürek, Ekin Akyürek, Leshem Choshen, Derry Wijaya, Jacob Andreas
Deductive Closure Training of Language Models for Coherence, Accuracy, and Updatability. ACL (Findings) (2024)
Ekin Akyürek, Jacob Andreas
LexSym: Compositionality as Lexical Symmetry. ACL (1) (2023)
Afra Feyza Akyürek, Ekin Akyürek, Ashwin Kalyan, Peter Clark, Derry Tanti Wijaya, Niket Tandon
RL4F: Generating Natural Language Feedback with Reinforcement Learning for Repairing Model Outputs. ACL (1) (2023)
Zhaofeng Wu, Linlu Qiu, Alexis Ross, Ekin Akyürek, Boyuan Chen, Bailin Wang, Najoung Kim, Jacob Andreas, Yoon Kim
Reasoning or Reciting? Exploring the Capabilities and Limitations of Language Models Through Counterfactual Tasks. CoRR (2023)
Afra Feyza Akyürek, Ekin Akyürek, Aman Madaan, Ashwin Kalyan, Peter Clark, Derry Wijaya, Niket Tandon
RL4F: Generating Natural Language Feedback with Reinforcement Learning for Repairing Model Outputs. CoRR (2023)
Alan Edelman, Ekin Akyürek, Yuyang Wang
BACKpropagation through BACK substitution with a BACKslash. CoRR (2023)
Ekin Akyürek, Dale Schuurmans, Jacob Andreas, Tengyu Ma, Denny Zhou
What learning algorithm is in-context learning? Investigations with linear models. ICLR (2023)
Andrew Drozdov, Nathanael Schärli, Ekin Akyürek, Nathan Scales, Xinying Song, Xinyun Chen, Olivier Bousquet, Denny Zhou
Compositional Semantic Parsing with Large Language Models. ICLR (2023)
Ekin Akyürek, Tolga Bolukbasi, Frederick Liu, Binbin Xiong, Ian Tenney, Jacob Andreas, Kelvin Guu
Tracing Knowledge in Language Models Back to the Training Data. CoRR (2022)
Ekin Akyürek, Jacob Andreas
Compositionality as Lexical Symmetry. CoRR (2022)
Shuang Li, Xavier Puig, Chris Paxton, Yilun Du, Clinton Wang, Linxi Fan, Tao Chen, De-An Huang, Ekin Akyürek, Antonio Torralba, Anima Anandkumar, Jacob Andreas, Igor Mordatch, Antonio Torralba, Yuke Zhu
Pre-Trained Language Models for Interactive Decision-Making. CoRR (2022)
Ekin Akyürek, Dale Schuurmans, Jacob Andreas, Tengyu Ma, Denny Zhou
What learning algorithm is in-context learning? Investigations with linear models. CoRR (2022)
Ekin Akyürek, Tolga Bolukbasi, Frederick Liu, Binbin Xiong, Ian Tenney, Jacob Andreas, Kelvin Guu
Towards Tracing Knowledge in Language Models Back to the Training Data. EMNLP (Findings) (2022)
Afra Feyza Akyürek, Ekin Akyürek, Derry Wijaya, Jacob Andreas
Subspace Regularizers for Few-Shot Class Incremental Learning. ICLR (2022)
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
Pre-Trained Language Models for Interactive Decision-Making. NeurIPS (2022)
Andrew Drozdov, Nathanael Schärli, Ekin Akyürek, Nathan Scales, Xinying Song, Xinyun Chen, Olivier Bousquet, Denny Zhou
Compositional Semantic Parsing with Large Language Models. CoRR (2022)
Ekin Akyürek, Jacob Andreas
Lexicon Learning for Few-Shot Neural Sequence Modeling. CoRR (2021)
Afra Feyza Akyürek, Ekin Akyürek, Derry Wijaya, Jacob Andreas
Subspace Regularizers for Few-Shot Class Incremental Learning. CoRR (2021)
Ekin Akyürek, Afra Feyza Akyürek, Jacob Andreas
Learning to Recombine and Resample Data For Compositional Generalization. ICLR (2021)
Ekin Akyürek, Jacob Andreas
Lexicon Learning for Few Shot Sequence Modeling. ACL/IJCNLP (1) (2021)
Ekin Akyürek, Afra Feyza Akyürek, Jacob Andreas
Learning to Recombine and Resample Data for Compositional Generalization. CoRR (2020)
Ekin Akyürek, Erenay Dayanik, Deniz Yuret
Morphological Analysis Using a Sequence Decoder. Trans. Assoc. Comput. Linguistics 7 (2019)
Erenay Dayanik, Ekin Akyürek, Deniz Yuret
MorphNet: A sequence-to-sequence model that combines morphological analysis and disambiguation. CoRR (2018)
Ahmet Börütecene, Idil Bostan, Ekin Akyürek, Alpay Sabuncuoglu, Ilker Temuzkusu, Çaglar Genç, Tilbe Göksun, Oguzhan Özcan
Through the Glance Mug: A Familiar Artefact to Support Opportunistic Search in Meetings. Tangible and Embedded Interaction (2018)