← Authors

Ekin Akyürek

14 papers · 2021–2025 · 7 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (29) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (13) 🌍 Conference Polyglot (7) 🏆 Keyword Champion (2) 🤝 Dynamic Duo (12) 💎 Century Club (14) ❓ The Questioner (2) 🔥 Unstoppable (5)

Conferences

ACL (4) ICLR (4) ICML (2) EMNLP (1) IJCNLP (1) NAACL (1) NIPS (1)

Top co-authors

Jacob Andreas (12) Afra Feyza Akyürek (4) Yoon Kim (3) Linlu Qiu (2) Derry Wijaya (2) bailin wang (2) Denny Zhou (2) Najoung Kim (1) Igor Mordatch (1) Binbin Xiong (1)

Keywords

language model (5) large language model (2) lexicon learning (2) sequence modeling (2) systematic generalization (2) few-shot learning (2) neural decoder (2) self-supervised learning (1) information retrieval (1) visual question answering (1) semantic parsing (1) factual knowledge (1) instruction following (1) model interpretability (1) text generation (1) sequential decision-making (1) inductive bia (1) sequential decision (1) data augmentation (1) behavior cloning (1)

Papers

The Surprising Effectiveness of Test-Time Training for Few-Shot Learning ICML 2025
Deductive Closure Training of Language Models for Coherence, Accuracy, and Updatability ACL 2024
Reasoning or Reciting? Exploring the Capabilities and Limitations of Language Models Through Counterfactual Tasks NAACL 2024
In-Context Language Learning: Architectures and Algorithms ICML 2024
LexSym: Compositionality as Lexical Symmetry ACL 2023
​​What learning algorithm is in-context learning? Investigations with linear models ICLR 2023
RL4F: Generating Natural Language Feedback with Reinforcement Learning for Repairing Model Outputs ACL 2023
Compositional Semantic Parsing with Large Language Models ICLR 2023
Subspace Regularizers for Few-Shot Class Incremental Learning ICLR 2022
Towards Tracing Knowledge in Language Models Back to the Training Data EMNLP 2022
Pre-Trained Language Models for Interactive Decision-Making NIPS 2022
Learning to Recombine and Resample Data For Compositional Generalization ICLR 2021
Lexicon Learning for Few Shot Sequence Modeling IJCNLP 2021
Lexicon Learning for Few Shot Sequence Modeling ACL 2021