The repository for the survey paper <<Survey on Large Language Models Factuality: Knowledge, Retrieval and Domain-Specificity>>
☆339Mar 28, 2026Updated 3 months ago
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 9 months ago
- LLM hallucination paper list☆337Mar 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…☆447Apr 13, 2025Updated last year
- Links to conference/journal publications in automated fact-checking (resources for the TACL22/EMNLP23 paper).☆574Feb 23, 2025Updated last year
- AI Agents on 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.☆1,235Jun 25, 2026Updated 2 weeks ago
- 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
- BeHonest: Benchmarking Honesty in Large Language Models☆35Aug 15, 2024Updated last year
- [ACL 2024] A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future☆500Jan 16, 2025Updated last year
- A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".☆2,106Oct 5, 2023Updated 2 years ago
- ☆22Jun 1, 2023Updated 3 years ago
- ☆78May 22, 2024Updated 2 years ago
- The repository for paper <Evaluating Open-QA Evaluation>☆25Apr 9, 2024Updated 2 years ago
- [ACL 2023] Reasoning with Language Model Prompting: A Survey☆1,009May 21, 2025Updated last year
- 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.
- Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"☆556Jan 17, 2025Updated last year
- Repository for the paper "Cognitive Mirage: A Review of Hallucinations in Large Language Models"☆49Oct 21, 2023Updated 2 years ago
- [ICLR 2024] This is the official implementation for the paper: "Beyond imitation: Leveraging fine-grained quality signals for alignment"☆10May 5, 2024Updated 2 years ago
- [EMNLP 2023] Enabling Large Language Models to Generate Text with Citations. Paper: https://arxiv.org/abs/2305.14627☆520Oct 9, 2024Updated last year
- Paper List for In-context Learning 🌷☆876Oct 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 2 years ago
- [Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)☆2,213Mar 2, 2026Updated 4 months ago
- This is the repo for the survey of LLM4IR.☆539Nov 13, 2025Updated 7 months 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.
- Benchmarking large language models' complex reasoning ability with chain-of-thought prompting☆2,777Aug 4, 2024Updated last year
- Do Large Language Models Know What They Don’t Know?☆102Nov 8, 2024Updated last year
- Merging Generated and Retrieved Knowledge for Open-Domain QA (EMNLP 2023)☆21Oct 8, 2023Updated 2 years ago
- Fact-Checking the Output of Generative Large Language Models in both Annotation and Evaluation.☆116Jan 6, 2024Updated 2 years ago
- [ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.☆2,861Updated this week
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆159Sep 21, 2024Updated last year
- Forward-Looking Active REtrieval-augmented generation (FLARE)☆669Nov 20, 2023Updated 2 years ago
- ☆923Jul 24, 2024Updated last year
- ☆24Feb 3, 2024Updated 2 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.
- This is a collection of research papers for Self-Correcting Large Language Models with Automated Feedback.☆573Oct 28, 2024Updated last year
- Official repository of FactKG☆67Apr 22, 2025Updated last year
- ☆62Oct 29, 2024Updated last year
- FacTool: Factuality Detection in Generative AI☆934Aug 19, 2024Updated last year
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆81Jun 20, 2026Updated 2 weeks ago
- Implementation of "Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation"☆82Jul 31, 2023Updated 2 years ago
- [IJCAI 2024] FactCHD: Benchmarking Fact-Conflicting Hallucination Detection☆90Apr 28, 2024Updated 2 years ago