The repository for the survey paper <<Survey on Large Language Models Factuality: Knowledge, Retrieval and Domain-Specificity>>
☆341Mar 28, 2026Updated this week
Alternatives and similar repositories for LLM-Factuality-Survey
Users that are interested in LLM-Factuality-Survey are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 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 …☆1,077Sep 27, 2025Updated 6 months ago
- LLM hallucination paper list☆332Mar 11, 2024Updated 2 years ago
- Dataset Pinocchio for paper "Towards Understanding Factual Knowledge of Large Language Models" accepted by ICLR 2024 (Spotlight)☆12Mar 13, 2024Updated 2 years ago
- A package to evaluate factuality of long-form generation. Original implementation of our EMNLP 2023 paper "FActScore: Fine-grained Atomic…☆423Apr 13, 2025Updated 11 months ago
- Links to conference/journal publications in automated fact-checking (resources for the TACL22/EMNLP23 paper).☆558Feb 23, 2025Updated last year
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Must-read Papers on Knowledge Editing for Large Language Models.☆1,222Jul 12, 2025Updated 8 months ago
- EMNLP'23 survey: a curation of awesome papers and resources on refreshing large language models (LLMs) without expensive retraining.☆136Dec 12, 2023Updated 2 years ago
- [ACL 2024] A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future☆496Jan 16, 2025Updated last year
- BeHonest: Benchmarking Honesty in Large Language Models☆34Aug 15, 2024Updated last year
- A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".☆2,101Oct 5, 2023Updated 2 years ago
- List of papers on hallucination detection in LLMs.☆1,062Mar 22, 2026Updated last week
- ☆22Jun 1, 2023Updated 2 years ago
- ☆78May 22, 2024Updated last year
- The repository for paper <Evaluating Open-QA Evaluation>☆25Apr 9, 2024Updated last year
- 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.
- [ACL 2023] Reasoning with Language Model Prompting: A Survey☆1,001May 21, 2025Updated 10 months ago
- Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"☆544Jan 17, 2025Updated last year
- Repository for the paper "Cognitive Mirage: A Review of Hallucinations in Large Language Models"☆49Oct 21, 2023Updated 2 years ago
- [EMNLP 2023] Enabling Large Language Models to Generate Text with Citations. Paper: https://arxiv.org/abs/2305.14627☆512Oct 9, 2024Updated last year
- [ICLR 2024] This is the official implementation for the paper: "Beyond imitation: Leveraging fine-grained quality signals for alignment"☆10May 5, 2024Updated last year
- Paper List for In-context Learning 🌷☆873Oct 8, 2024Updated last year
- Cue-CoT: Chain-of-thought Prompting for Responding to In-depth Dialogue Questions with LLMs [EMNLP 2023 Findings]☆24Nov 18, 2023Updated 2 years ago
- ☆64Apr 9, 2024Updated last year
- [Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)☆2,161Mar 2, 2026Updated 3 weeks ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- This is the repo for the survey of LLM4IR.☆532Nov 13, 2025Updated 4 months ago
- Do Large Language Models Know What They Don’t Know?☆102Nov 8, 2024Updated last year
- Benchmarking large language models' complex reasoning ability with chain-of-thought prompting☆2,770Aug 4, 2024Updated last year
- Fact-Checking the Output of Generative Large Language Models in both Annotation and Evaluation.☆114Jan 6, 2024Updated 2 years ago
- Merging Generated and Retrieved Knowledge for Open-Domain QA (EMNLP 2023)☆22Oct 8, 2023Updated 2 years ago
- [ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.☆2,750Updated this week
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆153Sep 21, 2024Updated last year
- Forward-Looking Active REtrieval-augmented generation (FLARE)☆667Nov 20, 2023Updated 2 years ago
- Official repository of FactKG☆60Apr 22, 2025Updated 11 months 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.
- ☆22Feb 3, 2024Updated 2 years ago
- ☆919Jul 24, 2024Updated last year
- This is a collection of research papers for Self-Correcting Large Language Models with Automated Feedback.☆569Oct 28, 2024Updated last year
- ☆62Oct 29, 2024Updated last year
- FacTool: Factuality Detection in Generative AI☆920Aug 19, 2024Updated last year
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆78Jan 16, 2026Updated 2 months ago
- Implementation of "Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation"☆82Jul 31, 2023Updated 2 years ago