Amin Mantrach
4 papers · 2015–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Half
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(10)
Top co-authors
Research topics
Keywords
statistical learning
(1)
uncertainty quantification
(1)
sampling strategy
(1)
noisy label learning
(1)
cross-lingual transfer
(1)
label noise
(1)
synthetic data
(1)
hallucination detection
(1)
monte carlo method
(1)
faithfulness evaluation
(1)
information hallucination
(1)
temperature sampling
(1)
generative diversity
(1)
statistical calibration
(1)
large language model
(1)
inter-rater agreement
(1)
llm calibration
(1)
Papers
Multilingual Self-Taught Faithfulness Evaluators
EACL 2026
Monte Carlo Temperature: a robust sampling strategy for LLM’s uncertainty quantification methods
NAACL 2025
Leveraging Inter-Rater Agreement for Classification in the Presence of Noisy Labels
CVPR 2023
HEADS: Headline Generation as Sequence Prediction Using an Abstract Feature-Rich Space
NAACL 2015