Ekin Akyürek
13 papers · 2021–2025 · 6 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (39) 🧭 Keyword Pioneer
🤝
Dynamic Duo
(11)
❓
The Questioner
(2)
🗃️
Keyword Collector
(64)
💎
Century Club · Bronze
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Machine Learning
(9)
Natural Language Processing
(9)
Artificial Intelligence
(8)
Deep Learning
(7)
Core AI
(6)
Learning Types · Deep Learning
(6)
Resources & Methods
(5)
Applications
(4)
Core Methods
(4)
Learning Paradigms
(4)
Learning Types · Machine Learning
(4)
Models
(2)
Optimization & Theory
(2)
Understanding
(2)
Interdisciplinary
(1)
Keywords
language model
(5)
large language model
(4)
few-shot learning
(3)
in-context learning
(2)
data augmentation
(2)
semantic parsing
(2)
compositional generalization
(2)
instruction following
(2)
self-supervised learning
(1)
syntactic parsing
(1)
sequential decision making
(1)
text generation
(1)
information retrieval
(1)
ridge regression
(1)
visual question answering
(1)
class-incremental learning
(1)
transformer
(1)
factual knowledge
(1)
knowledge editing
(1)
logistic regression
(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
In-Context Language Learning: Architectures and Algorithms
ICML 2024
Reasoning or Reciting? Exploring the Capabilities and Limitations of Language Models Through Counterfactual Tasks
NAACL 2024
Compositional Semantic Parsing with Large Language Models
ICLR 2023
LexSym: Compositionality as Lexical Symmetry
ACL 2023
RL4F: Generating Natural Language Feedback with Reinforcement Learning for Repairing Model Outputs
ACL 2023
What learning algorithm is in-context learning? Investigations with linear models
ICLR 2023
Pre-Trained Language Models for Interactive Decision-Making
NeurIPS 2022
Subspace Regularizers for Few-Shot Class Incremental Learning
ICLR 2022
Towards Tracing Knowledge in Language Models Back to the Training Data
EMNLP 2022
Learning to Recombine and Resample Data For Compositional Generalization
ICLR 2021
Lexicon Learning for Few Shot Sequence Modeling
ACL 2021