19 results found Sort:

Leaderboard Comparing LLM Performance at Producing Hallucinations when Summarizing Short Documents
Created 2023-10-31
279 commits to main branch, last one 20 hours ago
List of papers on hallucination detection in LLMs.
Created 2023-09-15
147 commits to main branch, last one about a month ago
31
627
unknown
16
✨✨Woodpecker: Hallucination Correction for Multimodal Large Language Models. The first work to correct hallucinations in MLLMs
Created 2023-09-26
107 commits to main branch, last one about a month ago
58
457
unknown
4
Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"
Created 2023-08-21
29 commits to main branch, last one 14 days ago
45
318
agpl-3.0
10
Alignment toolkit to safeguards LLMs
Created 2023-04-13
119 commits to main branch, last one about a month ago
17
158
apache-2.0
10
[ACL 2024] User-friendly evaluation framework: Eval Suite & Benchmarks: UHGEval, HaluEval, HalluQA, etc.
Created 2023-11-06
167 commits to main branch, last one 2 months ago
Attack to induce LLMs within hallucinations
Created 2023-09-29
22 commits to master branch, last one about a year ago
6
141
gpl-3.0
5
Code for ACL 2024 paper "TruthX: Alleviating Hallucinations by Editing Large Language Models in Truthful Space"
Created 2024-02-27
18 commits to main branch, last one 10 months ago
Code for the EMNLP 2024 paper "Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps"
Created 2024-07-08
7 commits to main branch, last one 5 months ago
Initiative to evaluate and rank the most popular LLMs across common task types based on their propensity to hallucinate.
Created 2023-11-15
7 commits to main branch, last one 4 months ago
mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating
Created 2024-01-18
14 commits to main branch, last one about a year ago
[ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"
Created 2023-11-03
139 commits to OH_zoo branch, last one about a month ago
Framework for testing vulnerabilities of large language models (LLM).
Created 2024-09-05
6 commits to release branch, last one 13 days ago
Hallucinations (Confabulations) Document-Based Benchmark for RAG
Created 2024-10-10
41 commits to master branch, last one 10 days ago
3
55
apache-2.0
5
An Easy-to-use Hallucination Detection Framework for LLMs.
Created 2023-12-31
56 commits to main branch, last one 9 months ago
7
34
apache-2.0
11
Official repo for SAC3: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check Consistency
Created 2023-10-24
30 commits to main branch, last one 13 days ago
2
30
unknown
3
The implementation for EMNLP 2023 paper ”Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge Generators“
Created 2023-10-12
12 commits to main branch, last one about a year ago