The repository for the survey paper <<Survey on Large Language Models Factuality: Knowledge, Retrieval and Domain-Specificity>>
☆339Nov 5, 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 …☆1,085Sep 27, 2025Updated last year
- LLM hallucination paper list☆339Mar 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…☆461Apr 13, 2025Updated last year
- Must-read Papers on Knowledge Editing for Large Language Models.☆1,256Aug 20, 2026Updated 2 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Links to conference/journal publications in automated fact-checking (resources for the TACL22/EMNLP23 paper).☆578Feb 23, 2025Updated last year
- EMNLP'23 survey: a curation of awesome papers and resources on refreshing large language models (LLMs) without expensive retraining.☆135Dec 12, 2023Updated 2 years ago
- A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".☆2,104Oct 5, 2023Updated 3 years ago
- Do Large Language Models Know What They Don’t Know?☆107Nov 8, 2024Updated 2 years ago
- List of papers on hallucination detection in LLMs.☆1,140Oct 24, 2026Updated 2 weeks ago
- [ACL 2024] A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future☆503Jan 16, 2025Updated last year
- BeHonest: Benchmarking Honesty in Large Language Models☆36Aug 15, 2024Updated 2 years ago
- ☆77May 22, 2024Updated 2 years ago
- Repository for the paper "Cognitive Mirage: A Review of Hallucinations in Large Language Models"☆49Oct 21, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [EMNLP 2023] Enabling Large Language Models to Generate Text with Citations. Paper: https://arxiv.org/abs/2305.14627☆531Oct 9, 2024Updated 2 years ago
- [ACL 2023] Reasoning with Language Model Prompting: A Survey☆1,010May 21, 2025Updated last year
- Paper List for In-context Learning 🌷☆874Oct 8, 2024Updated 2 years ago
- The repository for paper <Evaluating Open-QA Evaluation>☆25Apr 9, 2024Updated 2 years ago
- Benchmarking large language models' complex reasoning ability with chain-of-thought prompting☆2,778Aug 4, 2024Updated 2 years ago
- ☆65Apr 9, 2024Updated 2 years ago
- Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"☆563Jul 12, 2026Updated 3 months ago
- Paper List for a new paradigm of NLP: Interactive NLP (https://arxiv.org/abs/2305.13246)☆220Jun 23, 2023Updated 3 years ago
- This is the repo for the survey of LLM4IR.☆546Nov 13, 2025Updated 11 months ago
- 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.
- Official repository of FactKG☆67Apr 22, 2025Updated last year
- Fact-Checking the Output of Generative Large Language Models in both Annotation and Evaluation.☆118Jan 6, 2024Updated 2 years ago
- Merging Generated and Retrieved Knowledge for Open-Domain QA (EMNLP 2023)☆21Oct 8, 2023Updated 3 years ago
- The official GitHub page for the survey paper "A Survey on Evaluation of Large Language Models".☆1,615Oct 28, 2026Updated last week
- [Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)☆2,248Mar 2, 2026Updated 8 months ago
- Cue-CoT: Chain-of-thought Prompting for Responding to In-depth Dialogue Questions with LLMs [EMNLP 2023 Findings]☆24Nov 18, 2023Updated 2 years ago
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆162Sep 21, 2024Updated 2 years ago
- ☆24Feb 3, 2024Updated 2 years ago
- This is a collection of research papers for Self-Correcting Large Language Models with Automated Feedback.☆574Oct 28, 2024Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Forward-Looking Active REtrieval-augmented generation (FLARE)☆669Nov 20, 2023Updated 2 years ago
- FacTool: Factuality Detection in Generative AI☆936Aug 19, 2024Updated 2 years ago
- [ICLR 2024] This is the official implementation for the paper: "Beyond imitation: Leveraging fine-grained quality signals for alignment"☆11May 5, 2024Updated 2 years ago
- ☆2,140May 8, 2024Updated 2 years ago
- Code and data for the FACTOR paper☆54Nov 15, 2023Updated 2 years ago
- [ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.☆2,938Updated this week
- The papers are organized according to our survey: Evaluating Large Language Models: A Comprehensive Survey.☆812May 8, 2024Updated 2 years ago
Are these results useful?