Taha Aksu
5 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(12)
Venues
Top co-authors
Research topics
Keywords
dialogue state tracking
(3)
few-shot learning
(1)
transfer learning
(1)
data augmentation
(1)
transformer
(1)
task-oriented dialogue
(1)
parameter-efficient transfer learning
(1)
pretraining
(1)
belief state
(1)
performance metric
(1)
language model
(1)
mixture of expert
(1)
evaluation metric
(1)
dialogue system
(1)
slot filling
(1)
prefix tuning
(1)
zero-shot domain adaptation
(1)
compositional instruction
(1)
instruction-based learning
(1)
multi-turn dialog
(1)
Papers
Moirai-MoE: Empowering Time Series Foundation Models with Sparse Mixture of Experts
ICML 2025
Granular Change Accuracy: A More Accurate Performance Metric for Dialogue State Tracking
COLING 2024
CESAR: Automatic Induction of Compositional Instructions for Multi-turn Dialogs
EMNLP 2023
Prompter: Zero-shot Adaptive Prefixes for Dialogue State Tracking Domain Adaptation
ACL 2023
N-Shot Learning for Augmenting Task-Oriented Dialogue State Tracking
ACL 2022