hallucination

BradyFU/Woodpecker

✨✨Woodpecker: Hallucination Correction for Multimodal Large Language Models. The first work to correct hallucinations in MLLMs.

jxzhangjhu/Awesome-LLM-Uncertainty-Reliability-Robustness

Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models

FuxiaoLiu/LRV-Instruction

[ICLR'24] Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning

amazon-science/RefChecker

RefChecker provides automatic checking pipeline and benchmark dataset for detecting fine-grained hallucinations generated by Large Language Models.

tianyi-lab/HallusionBench

[CVPR'24] HallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(ision), LLaVA-1.5, and Other Multi-modality Models

IAAR-Shanghai/UHGEval

[ACL 2024] Benchmarking the Hallucination of Chinese Large Language Models via Unconstrained Generation

xieyuquanxx/awesome-Large-MultiModal-Hallucination

😎 up-to-date & curated list of awesome LMM hallucinations papers, methods & resources.

ictnlp/TruthX

Code for ACL 2024 paper "TruthX: Alleviating Hallucinations by Editing Large Language Models in Truthful Space"

zjunlp/FactCHD

[IJCAI 2024] FactCHD: Benchmarking Fact-Conflicting Hallucination Detection

yfzhang114/LLaVA-Align

This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual Debias Decoding strategy.

HillZhang1999/ICD

Code & Data for our Paper "Alleviating Hallucinations of Large Language Models through Induced Hallucinations"

deshwalmahesh/PHUDGE

Official repo for the paper PHUDGE: Phi-3 as Scalable Judge. Evaluate your LLMs with or without custom rubric, reference answer, absolute, relative and much more. It contains a list of all the available tool, methods, repo, code etc to detect hallucination, LLM evaluation, grading and much more.

345ishaan/DenseLidarNet

anlp-team/LTI_Neural_Navigator

"Enhancing LLM Factual Accuracy with RAG to Counter Hallucinations: A Case Study on Domain-Specific Queries in Private Knowledge-Bases" by Jiarui Li and Ye Yuan and Zehua Zhang

germain-hug/NeurHal

Visual Correspondence Hallucination: Towards Geometric Reasoning (Under Review)

zjunlp/KnowledgeCircuits

Knowledge Circuits in Pretrained Transformers

fanqiwan/KCA

Knowledge Verification to Nip Hallucination in the Bud

sled-group/3D-GRAND

Official Implementation of 3D-GRAND: Towards Better Grounding and Less Hallucination for 3D-LLMs

XinYuANU/FaceAttr

CVPR2018 Face Super-resolution with supplementary Attributes

ahnjaewoo/timechara

🧙🏻Code and benchmark for our Findings of ACL 2024 paper - "TimeChara: Evaluating Point-in-Time Character Hallucination of Role-Playing Large Language Models"

zjunlp/NLPCC2024_RegulatingLLM

[NLPCC 2024] Shared Task 10: Regulating Large Language Models

yg211/explainable-metrics

An explainable sentence similarity measurement

hanmenghan/Skip-n

This repository contains the code of our paper 'Skip \n: A simple method to reduce hallucination in Large Vision-Language Models'.

zjunlp/EasyDetect

[ACL 2024] An Easy-to-use Hallucination Detection Framework for LLMs.

NishilBalar/Awesome-LVLM-Hallucination

up-to-date and curated list of awesome state-of-the-art LVLMs hallucinations research work, papers & resources

thuanystuart/DD3412-chain-of-verification-reproduction

Re-implementation of the paper "Chain-of-Verification Reduces Hallucination in Large Language Models" for hallucination reduction. Developed as a final project of the Advanced Deep Learning course (DD3412) at KTH.

weijiaheng/CHALE

Controlled HALlucination-Evaluation (CHALE) Question-Answering Dataset

18907305772/KCA

Knowledge Verification to Nip Hallucination in the Bud

qqplot/dcpmi

[NAACL24] Official Implementation of Mitigating Hallucination in Abstractive Summarization with Domain-Conditional Mutual Information

robertbenson/docker_openai_custom_weather_demo

openai function calling demo that gets customizable weather information

wangtz19/DecodingStrategy

Unofficial implementations for optimized decoding strategies of large language models

CrackedResearcher/LLMVerify

Verify outputs generated by LLMs backed with real time data

DIDSR/mpi_sfrc

sFRC: To identify fakes in medical images reconstructed using AI

robertbenson/openai_assistant_code_interpreter

openai assistant using code interpreter

vr25/lrec-coling-hallucination-tutorial

LREC-COLING 2024 Tutorial