14 results found Sort:

Libr-AI
OpenFactVerification Libr-AI
39
920
mit
5
Loki: Open-source solution designed to automate the process of verifying factuality
ai factuality hallucination
Created 2024-03-25
47 commits to main branch, last one 26 days ago
BradyFU
Woodpecker BradyFU
29
571
unknown
15
✨✨Woodpecker: Hallucination Correction for Multimodal Large Language Models. The first work to correct hallucinations in MLLMs.
llm mllm hallucination multimodality hallucinations large-language-models multimodal-large-language-models
Created 2023-09-26
106 commits to main branch, last one 11 days ago
jxzhangjhu
Awesome-LLM-Uncertainty-Reliability-Robustness jxzhangjhu
42
565
mit
23
Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models
llms gpt-3 gpt-4 safety chatgpt prompting robustness calibration reliability awesome-list hallucination chain-of-thought prompt-engineering in-context-learning large-language-models uncertainty-estimation uncertainty-quantification
Created 2023-03-20
150 commits to main branch, last one 10 days ago
FuxiaoLiu
LRV-Instruction FuxiaoLiu
14
230
bsd-3-clause
11
[ICLR'24] Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning
gpt vqa iclr gpt-4 llama llava vicuna vision chatgpt iclr2024 evaluation multimodal hallucination object-detection foundation-models evaluation-metrics prompt-engineering vision-and-language
Created 2023-06-15
366 commits to main branch, last one 3 months ago
amazon-science
RefChecker amazon-science
17
220
apache-2.0
8
RefChecker provides automatic checking pipeline and benchmark dataset for detecting fine-grained hallucinations generated by Large Language Models.
llms factuality hallucination
Created 2023-12-04
69 commits to main branch, last one 4 days ago
tianyi-lab
HallusionBench tianyi-lab
3
200
bsd-3-clause
4
[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
llm lmm vlms gpt-4 llava gpt-4v benchmark benchmarks hallucination large-language-models large-vision-language-models
Created 2023-10-22
132 commits to main branch, last one 3 months ago
IAAR-Shanghai
UHGEval IAAR-Shanghai
17
166
apache-2.0
11
[ACL 2024] Benchmarking the Hallucination of Chinese Large Language Models via Unconstrained Generation
llm qwen gpt-3 gpt-4 aquila acl2024 chatglm chatgpt dataset baichuan internlm benchmark framework evaluation truthfulqa hallucination unconstrained hallucinations large-language-models hallucination-detection
Created 2023-11-06
130 commits to main branch, last one about a month ago
xieyuquanxx
awesome-Large-MultiModal-Hallucination xieyuquanxx
11
129
unknown
5
😎 up-to-date & curated list of awesome LMM hallucinations papers, methods & resources.
lmm multimodal multi-modal hallucination
Created 2023-10-11
57 commits to main branch, last one 3 months ago
ictnlp
TruthX ictnlp
3
75
gpl-3.0
4
Code for ACL 2024 paper "TruthX: Alleviating Hallucinations by Editing Large Language Models in Truthful Space"
llm llms gpt-4 llama llama2 llama3 safety chatglm chatgpt mistral baichuan truthfulness hallucination llm-inference explainable-ai hallucinations language-model representation
Created 2024-02-27
18 commits to main branch, last one 3 months ago
zjunlp
FactCHD zjunlp
3
72
mit
4
[IJCAI 2024] FactCHD: Benchmarking Fact-Conflicting Hallucination Detection
dataset factchd factual benchmark knowledge hallucination large-language-models natural-language-processing
Created 2023-04-05
22 commits to main branch, last one 2 months ago
yfzhang114
LLaVA-Align yfzhang114
2
65
apache-2.0
2
This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual Debias Decoding strategy.
debiasing hallucination large-vision-language-models
Created 2024-01-23
7 commits to main branch, last one 3 months ago
HillZhang1999
ICD HillZhang1999
5
54
mit
3
Code & Data for our Paper "Alleviating Hallucinations of Large Language Models through Induced Hallucinations"
hallucination decoding-algorithm large-language-models
Created 2023-12-23
10 commits to main branch, last one 4 months ago
deshwalmahesh
PHUDGE deshwalmahesh
6
44
unknown
1
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 availab...
ai ml llm nlp sota judge phi-3 pytorch evaluation finetuning hallucination custom-dataset llm-evaluation feedback-collection hallucination-detection
Created 2024-05-11
29 commits to main branch, last one 28 days ago
anlp-team
LTI_Neural_Navigator anlp-team
2
31
mit
1
"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
llm nlp rag llama datasets web-crawler hallucination system-design machine-learning dataset-generation large-language-models
Created 2024-02-17
205 commits to main branch, last one 3 months ago