Ekin Akyürek
- The Surprising Effectiveness of Test-Time Training for Few-Shot Learning
2024/11/11 by Ekin Akyürek, Mehul Damani, Akyürek, Ekin +14 · 17 voices · 49 citations
Computer Science · #Intelligent Tutoring Systems and Adaptive Learning
- Self-Adapting Language Models
2025/06/12 by Adam Zweiger, Jyothish Pari, Zweiger, Adam +9 · 26 voices · 19 citations
Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Domain Adaptation and Few-Shot Learning
- What learning algorithm is in-context learning? Investigations with linear models
2022/11/28 by Ekin Akyürek, Dale Schuurmans, Akyürek, Ekin +7 · 3 voices · 97 citations
Computer Science · #Neural Networks and Applications #cs.CL #cs.LG
- Reasoning or Reciting? Exploring the Capabilities and Limitations of Language Models Through Counterfactual Tasks
2023/07/05 by Zhaofeng Wu, Wu, Zhaofeng, Linlu Qiu +15 · 8 voices · 48 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
- Pre-Trained Language Models for Interactive Decision-Making
2022/02/03 by Shuang Li, Xavier Puig, Li, Shuang +25 · 21 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- Towards Tracing Factual Knowledge in Language Models Back to the Training Data
2022/05/23 by Ekin Akyürek, Tolga Bolukbasi, Akyürek, Ekin +11 · 1 voice · 6 citations
Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.IR
- In-Context Language Learning: Architectures and Algorithms
2024/01/23 by Ekin Akyürek, Bailin Wang, Akyürek, Ekin +5 · 17 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- RL4F: Generating Natural Language Feedback with Reinforcement Learning for Repairing Model Outputs
2023/05/15 by Afra Feyza Akyürek, Ekin Akyürek, Akyürek, Afra Feyza +11 · 14 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
- Elements of World Knowledge (EWoK): A Cognition-Inspired Framework for Evaluating Basic World Knowledge in Language Models
2024/05/15 by Anna A. Ivanova, Aalok Sathe, Ivanova, Anna A. +37 · 16 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
- Subspace Regularizers for Few-Shot Class Incremental Learning
2021/10/13 by Afra Feyza Akyürek, Ekin Akyürek, Akyürek, Afra Feyza +6 · 6 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Backpropagation through Back Substitution with a Backslash
2023/02/23 by Alan Edelman, Ekin Akyürek, Edelman, Alan +3 · 1 citation
Decision Sciences · Computer Science · #Scientific Computing and Data Management #Graph Theory and Algorithms #Distributed and Parallel Computing Systems
- Learning Linear Attention in Polynomial Time
2024/10/14 by Morris Yau, Ekin Akyürek, Yau, Morris +9 · 1 citation
Computer Science · #Neural Networks and Applications #Machine Learning and Algorithms #Face and Expression Recognition