Yavuz Faruk Bakman
8 papers · 2024–2025 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(20)
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(5)
Natural Language Processing
(5)
Learning Types · Machine Learning
(5)
Resources & Methods
(5)
Deep Learning
(4)
Core AI
(4)
Optimization & Theory · Machine Learning
(3)
Learning Paradigms
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Understanding
(2)
Applications
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
large language model
(5)
uncertainty estimation
(4)
generative model
(2)
token probability
(2)
coreference resolution
(2)
generative language model
(2)
catastrophic forgetting
(2)
class-incremental learning
(1)
natural language understanding
(1)
task confusion
(1)
generative model evaluation
(1)
hallucination detection
(1)
gradient projection
(1)
scoring function
(1)
multilingual model
(1)
linguistic analysis
(1)
multilingual language model
(1)
turkish language
(1)
semantic scoring
(1)
long-form generation
(1)
Papers
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
TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs
EMNLP 2025
Un-considering Contextual Information: Assessing LLMs’ Understanding of Indexical Elements
ACL 2025
CroMo-Mixup: Augmenting Cross-Model Representations for Continual Self-Supervised Learning
ECCV 2024
Do LLMs Recognize me, When I is not me: Assessment of LLMs Understanding of Turkish Indexical Pronouns in Indexical Shift Contexts
ACL 2024
Federated Orthogonal Training: Mitigating Global Catastrophic Forgetting in Continual Federated Learning
ICLR 2024
MARS: Meaning-Aware Response Scoring for Uncertainty Estimation in Generative LLMs
ACL 2024