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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: 5 days ago
JSON representation

Programming Languages
Python 1 MDX 1
Categories
Reliability 79 Uncertainty 74 Introductory Posts 71 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 chatgpt 2 openai 2 machine-learning 2 prompt 2 prompt-learning 2 prompt-toolkit 2 llms 1 gpt-4 1 openai-api 1 ai 1 bert 1 pre-trained-language-models 1 prompt-based 1 chatgpt-api 1 deep-learning 1 few-shot-learning 1 gpt 1 gpt-3 1 prompt-based-learning 1 prompt-engineering 1 prompt-generator 1 prompt-tuning 1 promptengineering 1 text-to-image 1 text-to-speech 1 text-to-video 1 generative-ai 1 llm 1