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Awesome-LLM-Uncertainty-Reliability-Robustness

Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models
https://github.com/jxzhangjhu/Awesome-LLM-Uncertainty-Reliability-Robustness

Last synced: 2 days ago
JSON representation

Programming Languages
MDX 1
Categories
Reliability 79 Uncertainty 74 Introductory Posts 63 Robustness 20 Evaluation & Survey 16 Tutorial 3 Technical Reports 2
Sub Categories
Uncertainty Estimation 26 Hallucination 23 Active Learning 18 Reasoning 17 Prompt tuning, optimization and design 16 Calibration 14 Ambiguity 9 Instruction and RLHF 7 Bias and Fairness 7 Confidence 7 Truthfulness 6 Fine-tuning 5 Tools and external APIs 5 Adversarial 4 Causality 3 Invariance 2 Adaptation and Generalization 1 Distribution Shift 1 Out-of-Distribution 1 Attribution 1
Keywords
hallucinations 2 nlp 2 llms 1 chatgpt 1 gpt-4 1 openai 1 openai-api 1 ai 1 bert 1 machine-learning 1 pre-trained-language-models 1 prompt 1 prompt-based 1 prompt-learning 1 prompt-toolkit 1 generative-ai 1 llm 1