LLM hallucination paper list
☆338Mar 11, 2024Updated 2 years ago
Alternatives and similar repositories for Awesome-LLM-hallucination
Users that are interested in Awesome-LLM-hallucination 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 10 months ago
- List of papers on hallucination detection in LLMs.☆1,118Updated this week
- The repository for the survey paper <<Survey on Large Language Models Factuality: Knowledge, Retrieval and Domain-Specificity>>☆339Mar 28, 2026Updated 4 months ago
- Repository for the paper "Cognitive Mirage: A Review of Hallucinations in Large Language Models"☆49Oct 21, 2023Updated 2 years ago
- 📖 A curated list of resources dedicated to hallucination of multimodal large language models (MLLM).☆1,034Sep 27, 2025Updated 10 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- 😎 curated list of awesome LMM hallucinations papers, methods & resources.☆150Mar 23, 2024Updated 2 years ago
- Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models☆832Jun 5, 2026Updated last month
- ☆18May 28, 2024Updated 2 years ago
- From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems☆20Jun 29, 2026Updated last month
- This is the repository of HaluEval, a large-scale hallucination evaluation benchmark for Large Language Models.☆592Feb 12, 2024Updated 2 years ago
- Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"☆557Jul 12, 2026Updated 2 weeks ago
- Code & Data for our Paper "Alleviating Hallucinations of Large Language Models through Induced Hallucinations"☆71Feb 27, 2024Updated 2 years ago
- ☆28Oct 19, 2022Updated 3 years ago
- Implementation of Pareto-Mutual-Distillation (paper: Towards Higher Pareto Frontier in Multilingual Machine Translation)☆26Feb 24, 2024Updated 2 years 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.
- This is the first released survey paper on hallucinations of large vision-language models (LVLMs). To keep track of this field and contin…☆96Jul 26, 2024Updated 2 years ago
- Inference-Time Intervention: Eliciting Truthful Answers from a Language Model☆581Jan 28, 2025Updated last year
- [CVPR'24] HallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(…☆342Oct 14, 2025Updated 9 months ago
- [CVPR 2024 Highlight] OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allo…☆411Aug 24, 2024Updated last year
- ☆12Dec 13, 2023Updated 2 years ago
- Codes for our paper "Enhancing Continual Relation Extraction via Classifier Decomposition" (Findings of ACL2023)☆10Nov 29, 2023Updated 2 years ago
- From Chain-of-Thought prompting to OpenAI o1 and DeepSeek-R1 🍓☆3,657Apr 20, 2026Updated 3 months ago
- A package to evaluate factuality of long-form generation. Original implementation of our EMNLP 2023 paper "FActScore: Fine-grained Atomic…☆452Apr 13, 2025Updated last year
- Code for ACL 2024 paper "TruthX: Alleviating Hallucinations by Editing Large Language Models in Truthful Space"☆144Mar 26, 2024Updated 2 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- [ICLR'24] Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning☆297Mar 13, 2024Updated 2 years ago
- Aligning Large Language Models with Human: A Survey☆742Sep 11, 2023Updated 2 years ago
- Dataset and evaluation script for "Evaluating Hallucinations in Chinese Large Language Models"☆139Jun 5, 2024Updated 2 years ago
- A curated list of safety-related papers, articles, and resources focused on Large Language Models (LLMs). This repository aims to provide…☆1,889Jul 12, 2026Updated 2 weeks ago
- [ACL 2023] Reasoning with Language Model Prompting: A Survey☆1,008May 21, 2025Updated last year
- This repository provides the data and the codes used in the AAAI'24 paper, COOPER: Coordinating Specialized Agents towards a Complex Dial…☆28Mar 1, 2024Updated 2 years ago
- ☆77Feb 16, 2024Updated 2 years ago
- Code and data for the FACTOR paper☆54Nov 15, 2023Updated 2 years ago
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆64Mar 30, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- An Awesome Collection for LLM Survey☆445May 25, 2025Updated last year
- Official resource for paper Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models (ACL 20…☆18Aug 12, 2024Updated last year
- Must-read Papers on Knowledge Editing for Large Language Models.☆1,242Jun 25, 2026Updated last month
- A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..☆308Jan 22, 2026Updated 6 months ago
- This repository contains a collection of papers and resources on Reasoning in Large Language Models.☆572Nov 13, 2023Updated 2 years ago
- [EMNLP 2023 Findings] RECAP: Towards Precise Radiology Report Generation via Dynamic Disease Progression Reasoning☆28Jun 12, 2025Updated last year
- mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating☆100Jan 29, 2024Updated 2 years ago