☆189Jun 20, 2024Updated 2 years ago
Alternatives and similar repositories for semantic_uncertainty
Users that are interested in semantic_uncertainty are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Codebase for reproducing the experiments of the semantic uncertainty paper (short-phrase and sentence-length experiments).☆430Apr 12, 2024Updated 2 years ago
- ☆106Jun 30, 2024Updated 2 years ago
- [ACL 2024] Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models☆66Sep 4, 2024Updated 2 years ago
- Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models☆839Oct 3, 2026Updated 2 weeks ago
- ☆69Jul 12, 2026Updated 3 months 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.
- This is the official repo for Towards Uncertainty-Aware Language Agent.☆31Aug 15, 2024Updated 2 years ago
- This repo contains code for paper: "Uncertainty Estimation and Quantification for LLMs: A Simple Supervised Approach".☆26Oct 21, 2024Updated last year
- Uncertainty quantification for in-context learning of large language models☆15Apr 1, 2024Updated 2 years ago
- ☆15Jan 14, 2026Updated 9 months ago
- Code for Fine-grained Uncertainty Quantification for LLMs from Semantic Similarities (NeurIPS'24)☆37Dec 17, 2024Updated last year
- ☆25Jun 10, 2025Updated last year
- ☆524Oct 9, 2026Updated last week
- ☆34Mar 7, 2026Updated 7 months ago
- Teaching Models to Express Their Uncertainty in Words☆40May 26, 2022Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆58Jun 30, 2023Updated 3 years ago
- Code and data for the FACTOR paper☆54Nov 15, 2023Updated 2 years ago
- code repo for ICLR 2024 paper "Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs"☆150Mar 14, 2024Updated 2 years ago
- ☆17Aug 23, 2025Updated last year
- ☆35May 30, 2022Updated 4 years ago
- ☆14Oct 28, 2023Updated 2 years ago
- ☆53Apr 9, 2025Updated last year
- Active Learning Helps Pretrained Models Learn the Intended Task (https://arxiv.org/abs/2204.08491) by Alex Tamkin, Dat Nguyen, Salil Desh…☆11Nov 22, 2022Updated 3 years ago
- This repo contains the source code for reproducing the experimental results in semantic density paper (Neurips 2024)☆22Sep 28, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- PaCE: Parsimonious Concept Engineering for Large Language Models (NeurIPS 2024)☆43Jan 18, 2026Updated 9 months ago
- Align your LM to express calibrated verbal statements of confidence in its long-form generations.☆29Jun 4, 2024Updated 2 years ago
- The codes for ACL2022 paper “CQG: A Simple and Effective Controlled Generation Framework for Multi-hop Question Generation☆23Oct 23, 2022Updated 3 years ago
- SDLG is an efficient method to accurately estimate aleatoric semantic uncertainty in LLMs☆28Sep 2, 2026Updated last month
- List of papers on hallucination detection in LLMs.☆1,137Oct 8, 2026Updated last week
- ☆49Jan 21, 2024Updated 2 years ago
- Reading list of hallucination in LLMs. Check out our new survey paper: "Siren’s Song in the AI Ocean: A Survey on Hallucination in Large …☆1,087Sep 27, 2025Updated last year
- MedEyes: Learning Dynamic Focus for Diagnostic Evolution Like a Clinician☆19Mar 13, 2026Updated 7 months ago
- Official Code Repository for LM-Steer Paper: "Word Embeddings Are Steers for Language Models" (ACL 2024 Outstanding Paper Award)☆151Jul 13, 2025Updated last year
- 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.
- Token-level Reference-free Hallucination Detection☆100Jul 25, 2023Updated 3 years ago
- BeHonest: Benchmarking Honesty in Large Language Models☆36Aug 15, 2024Updated 2 years ago
- ☆13Nov 30, 2024Updated last year
- ☆13Jul 24, 2024Updated 2 years ago
- ☆43Feb 2, 2024Updated 2 years ago
- Source code for paper "PRiSM: Enhancing Low-Resource Document-Level Relation Extraction with Relation-Aware Score Calibration", Findings …☆11Jun 20, 2025Updated last year
- Binary Classifier Calibration Models☆17Feb 27, 2017Updated 9 years ago