LLM Uncertainty Quantification

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Artem 

authored 2 papers 5 months ago

LLM-DetectAIve: a Tool for Fine-Grained Machine-Generated Text Detection

Paper • 2408.04284 • Published Aug 8, 2024 • 23

Active Learning for Sequence Tagging with Deep Pre-trained Models and Bayesian Uncertainty Estimates

Paper • 2101.08133 • Published Jan 20, 2021

Artem 

authored 3 papers 8 months ago

Vikhr: The Family of Open-Source Instruction-Tuned Large Language Models for Russian

Paper • 2405.13929 • Published May 22, 2024 • 54

Fact-Checking the Output of Large Language Models via Token-Level Uncertainty Quantification

Paper • 2403.04696 • Published Mar 7, 2024 • 4

M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text Detection

Paper • 2305.14902 • Published May 24, 2023