Mohammad M. Ghassemi
4 papers · 2025–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
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The Questioner
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Research topics
Machine Learning
(3)
Artificial Intelligence
(2)
Natural Language Processing
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Deep Learning
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Models
(1)
Keywords
large language model
(2)
expected calibration error
(2)
uncertainty quantification
(2)
multilingual nlp
(1)
cross-lingual transfer
(1)
confidence calibration
(1)
low-resource language
(1)
adversarial perturbation
(1)
model reliability
(1)
reasoning trace
(1)
confidence estimation
(1)
representation stability
(1)
internal representation
(1)
brier score
(1)
large reasoning model
(1)
cultural adaptation
(1)
mechanical ventilation
(1)
deep reinforcement learning
(1)
intensive care
(1)
offline reinforcement learning
(1)
Papers
How Reliable are Confidence Estimators for Large Reasoning Models? A Systematic Benchmark on High-Stakes Domains
EACL 2026
Bridging the Gap: Enhancing LLM Performance for Low-Resource African Languages with New Benchmarks, Fine-Tuning, and Cultural Adjustments
AAAI 2025
Calibrating LLM Confidence by Probing Perturbed Representation Stability
EMNLP 2025
Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework
AAAI 2025