Ekin Akyürek
14 papers · 2021–2025 · 7 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (7) 🐝 Cross-Pollinator (13)
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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
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