Duygu Nur Yaldiz
7 papers · 2024–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π
Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(5)
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Cross-Pollinator
(14)
πΊοΈ
Taxonomy Completionist
(12)
Conferences
ACL (3)
ECCV (1)
EMNLP (1)
ICLR (1)
NAACL (1)
Top co-authors
Keywords
large language model
(4)
uncertainty estimation
(4)
generative language model
(2)
generative model
(2)
token probability
(2)
natural language understanding
(1)
generative model evaluation
(1)
hallucination detection
(1)
scoring function
(1)
linguistic analysis
(1)
semantic scoring
(1)
long-form generation
(1)
truthfulness prediction
(1)
threshold selection
(1)
output evaluation
(1)
generative large language model
(1)
indexical element
(1)
response scoring
(1)
uncertainty quantification
(1)
semantic contribution
(1)
Papers
TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs
EMNLP 2025
Un-considering Contextual Information: Assessing LLMsβ Understanding of Indexical Elements
ACL 2025
Do Not Design, Learn: A Trainable Scoring Function for Uncertainty Estimation in Generative LLMs
NAACL 2025
Reconsidering LLM Uncertainty Estimation Methods in the Wild
ACL 2025
CroMo-Mixup: Augmenting Cross-Model Representations for Continual Self-Supervised Learning
ECCV 2024
MARS: Meaning-Aware Response Scoring for Uncertainty Estimation in Generative LLMs
ACL 2024
Federated Orthogonal Training: Mitigating Global Catastrophic Forgetting in Continual Federated Learning
ICLR 2024