smartyfh / LLM-Uncertainty-BenchLinks
Benchmarking LLMs via Uncertainty Quantification
☆246Updated last year
Alternatives and similar repositories for LLM-Uncertainty-Bench
Users that are interested in LLM-Uncertainty-Bench are comparing it to the libraries listed below
Sorting:
- Explore concepts like Self-Correct, Self-Refine, Self-Improve, Self-Contradict, Self-Play, and Self-Knowledge, alongside o1-like reasonin…☆169Updated 10 months ago
- ☆240Updated 4 months ago
- (ICML'25 Outstanding) CollabLLM: From Passive Responders to Active Collaborators☆232Updated 2 weeks ago
- Official code of paper "Beyond 'Aha!': Toward Systematic Meta-Abilities Alignment in Large Reasoning Models"☆79Updated 4 months ago
- We leverage 14 datasets as OOD test data and conduct evaluations on 8 NLU tasks over 21 popularly used models. Our findings confirm that …☆93Updated 2 years ago
- A library for generating difficulty-scalable, multi-tool, and verifiable agentic tasks with execution trajectories.☆164Updated 3 months ago
- This includes the original implementation of CtrlA: Adaptive Retrieval-Augmented Generation via Inherent Control.☆62Updated last year
- [ICML 2025] An official source code for paper "FlipAttack: Jailbreak LLMs via Flipping".☆146Updated 5 months ago
- (NeurIPS 2024) AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning☆228Updated 4 months ago
- Grimoire is All You Need for Enhancing Large Language Models☆117Updated last year
- Codebase for Iterative DPO Using Rule-based Rewards☆258Updated 6 months ago
- Your efficient and accurate answer verification system for RL training.☆40Updated 3 months ago
- ☆12Updated 3 months ago
- Recipes to train the self-rewarding reasoning LLMs.☆226Updated 7 months ago
- Controllable Text Generation for Large Language Models: A Survey☆188Updated last year
- [ACL 2024] User-friendly evaluation framework: Eval Suite & Benchmarks: UHGEval, HaluEval, HalluQA, etc.☆175Updated 4 months ago
- [NeurIPS 2025] Hybrid Latent Reasoning via Reinforcement Learning☆153Updated 3 weeks ago
- Machine-generated text detection in the wild (ACL 2024)☆215Updated 7 months ago
- Open source code for Paper: Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions☆69Updated this week
- [NeurIPS 2025 Poster] Search and Refine During Think: Autonomous Retrieval‑Augmented Reasoning of LLMs☆100Updated this week
- code repo for ICLR 2024 paper "Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs"☆133Updated last year
- [EMNLP 2024] DA-Code: Agent Data Science Code Generation Benchmark for Large Language Models☆76Updated 2 months ago
- A recipe for online RLHF and online iterative DPO.☆532Updated 9 months ago
- (NeurIPS D&B 2024) STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases☆319Updated 2 months ago
- ☆52Updated 6 months ago
- ☆102Updated 2 years ago
- SPUQ: Perturbation-Based Uncertainty Quantification for Large Language Models☆16Updated last year
- The official repo for paper, LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods.☆462Updated 2 months ago
- Code and Checkpoints for "Generate rather than Retrieve: Large Language Models are Strong Context Generators" in ICLR 2023.☆289Updated 2 years ago
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆64Updated 10 months ago