junyangwang0410 / HaELM
An automatic MLLM hallucination detection framework
☆19Updated last year
Alternatives and similar repositories for HaELM:
Users that are interested in HaELM are comparing it to the libraries listed below
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆41Updated 3 months ago
- MoCLE (First MLLM with MoE for instruction customization and generalization!) (https://arxiv.org/abs/2312.12379)☆33Updated 10 months ago
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆43Updated 7 months ago
- The released data for paper "Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models".☆32Updated last year
- ☆54Updated 10 months ago
- Data for evaluating GPT-4V☆11Updated last year
- ☆28Updated 3 months ago
- EMNLP2023 - InfoSeek: A New VQA Benchmark focus on Visual Info-Seeking Questions☆18Updated 8 months ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆62Updated 3 months ago
- ☆15Updated 6 months ago
- CLIP-MoE: Mixture of Experts for CLIP☆23Updated 4 months ago
- ☆27Updated last year
- An Easy-to-use Hallucination Detection Framework for LLMs.☆57Updated 9 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆67Updated 8 months ago
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆141Updated 9 months ago
- ☆39Updated last year
- [ICML2024] Repo for the paper `Evaluating and Analyzing Relationship Hallucinations in Large Vision-Language Models'☆20Updated last month
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆78Updated 10 months ago
- ☆29Updated last year
- ☆19Updated 3 months ago
- ☆28Updated 7 months ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆34Updated 2 months ago
- Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal …☆39Updated last week
- ☆60Updated 8 months ago
- the official repo for EMNLP 2024 (main) paper "EFUF: Efficient Fine-grained Unlearning Framework for Mitigating Hallucinations in Multimo…☆17Updated 4 months ago
- ☆31Updated last year
- M-HalDetect Dataset Release☆21Updated last year
- [ACL 2024] Multi-modal preference alignment remedies regression of visual instruction tuning on language model☆33Updated 3 months ago
- This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual Debias Decoding strat…☆76Updated 10 months ago
- ☆17Updated 7 months ago