[ACL 2024] Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models
☆64Sep 4, 2024Updated 2 years ago
Alternatives and similar repositories for SAR
Users that are interested in SAR are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆106Jun 30, 2024Updated 2 years ago
- code repo for ICLR 2024 paper "Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs"☆149Mar 14, 2024Updated 2 years ago
- ☆38Nov 13, 2020Updated 5 years ago
- ☆42Aug 21, 2025Updated last year
- Code for paper "Fast and Complete: Enabling Complete Neural Network Verification with Rapid and Massively Parallel Incomplete Verifiers"☆17Jan 27, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆15Jan 14, 2026Updated 8 months ago
- ☆35May 30, 2022Updated 4 years ago
- Repository for the paper Us vs. Them: A Dataset of Populist Attitudes, News Bias and Emotions☆16Jun 7, 2024Updated 2 years ago
- Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models☆834Jun 5, 2026Updated 3 months ago
- Calibrating LLMs with Information-Theoretic Evidential Deep Learning (ICLR 2025)☆18Mar 2, 2025Updated last year
- Official repo for An Efficient Membership Inference Attack for the Diffusion Model by Proximal Initialization☆16Mar 8, 2024Updated 2 years ago
- SDLG is an efficient method to accurately estimate aleatoric semantic uncertainty in LLMs☆28Sep 2, 2026Updated 3 weeks ago
- ☆66Jul 12, 2026Updated 2 months ago
- AgentForesight: Online Auditing for Early Failure Prediction in Multi-Agent Systems☆19May 12, 2026Updated 4 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆16Sep 3, 2026Updated 3 weeks ago
- [BMVC 2023] Semantic Adversarial Attacks via Diffusion Models☆27Nov 30, 2023Updated 2 years ago
- Implementation of "Decoding-time Realignment of Language Models", ICML 2024.☆21Jun 17, 2024Updated 2 years ago
- ☆26Feb 23, 2026Updated 7 months ago
- [NeurIPS 2021] Fast Certified Robust Training with Short Warmup☆25Jun 7, 2025Updated last year
- Code & Data for our Paper "Alleviating Hallucinations of Large Language Models through Induced Hallucinations"☆71Feb 27, 2024Updated 2 years ago
- The official implementation of MaskGRPO: Consolidating Reinforcement Learning for Multimodal Discrete Diffusion Models. (ICLR 2026, arxiv…☆19Jan 27, 2026Updated 8 months ago
- ☆53Apr 9, 2025Updated last year
- Code, data, and pretrained models for the paper "Generating Wikipedia Article Sections from Diverse Data Sources"☆21Feb 5, 2021Updated 5 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Codebase for reproducing the experiments of the semantic uncertainty paper (short-phrase and sentence-length experiments).☆427Apr 12, 2024Updated 2 years ago
- Large language model self-evaluation and self-correction related papers.☆10Jan 8, 2024Updated 2 years ago
- ☆19Mar 17, 2020Updated 6 years ago
- Active learning in NLP☆14Dec 14, 2022Updated 3 years ago
- ☆16Jun 13, 2024Updated 2 years ago
- ☆10May 18, 2022Updated 4 years ago
- Implementation of the paper: "Making Retrieval-Augmented Language Models Robust to Irrelevant Context"☆77Aug 6, 2024Updated 2 years ago
- Code of Multi-Defendant Legal Judgment Prediction via Hierarchical Reasoning☆15Apr 29, 2024Updated 2 years ago
- Fourth edition of VNN COMP (2023)☆16Apr 12, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Code for the ICML 2025 paper "SelfCite Self-Supervised Alignment for Context Attribution in Large Language Models"☆30Mar 12, 2026Updated 6 months ago
- ☆13Jul 2, 2025Updated last year
- Benchmarks for the VNN Comp 2023☆16Jun 7, 2024Updated 2 years ago
- The code of CVPR2024 "S^2MVTC: a Simple yet Efficient Scalable Multi-View Tensor Clustering "☆11Apr 3, 2024Updated 2 years ago
- ☆19Feb 26, 2024Updated 2 years ago
- ☆13Dec 15, 2023Updated 2 years ago
- A method of ensemble learning for heterogeneous large language models.☆63Aug 7, 2024Updated 2 years ago