Gal Yona
12 papers · 2018–2025 · 8 conferences · across top CS/AI conferences
Achievements
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Academic Marathon
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(12)
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The Questioner
(3)
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Conferences
EMNLP (3)
ACL (2)
ICML (2)
ALT (1)
CVPR (1)
ICLR (1)
NAACL (1)
UAI (1)
Top co-authors
Keywords
large language model
(4)
pac learning
(3)
generalization bound
(2)
uncertainty quantification
(2)
language model
(2)
knowledge editing
(1)
video generation
(1)
benchmark evaluation
(1)
diffusion model
(1)
factual knowledge
(1)
confidence calibration
(1)
image editing
(1)
model alignment
(1)
majority vote
(1)
sample complexity
(1)
image manifold
(1)
agnostic learning
(1)
pairwise comparison
(1)
question answering
(1)
algorithmic fairness
(1)
Papers
Confidence Improves Self-Consistency in LLMs
ACL 2025
Keep Guessing? When Considering Inference Scaling, Mind the Baselines
NAACL 2025
MetaFaith: Faithful Natural Language Uncertainty Expression in LLMs
EMNLP 2025
Pathways on the Image Manifold: Image Editing via Video Generation
CVPR 2025
Narrowing the Knowledge Evaluation Gap: Open-Domain Question Answering with Multi-Granularity Answers
ACL 2024
Can Large Language Models Faithfully Express Their Intrinsic Uncertainty in Words?
EMNLP 2024
Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations?
EMNLP 2024
Malign Overfitting: Interpolation and Invariance are Fundamentally at Odds
ICLR 2023
Beyond Bernoulli: Generating Random Outcomes that cannot be Distinguished from Nature
ALT 2022
Active learning with label comparisons
UAI 2022
Multi-group Agnostic PAC Learnability
ICML 2021
Probably Approximately Metric-Fair Learning
ICML 2018