starreeze / efufLinks
the official repo for EMNLP 2024 (main) paper "EFUF: Efficient Fine-grained Unlearning Framework for Mitigating Hallucinations in Multimodal Large Language Models"
☆19Updated 2 months ago
Alternatives and similar repositories for efuf
Users that are interested in efuf are comparing it to the libraries listed below
Sorting:
- [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"☆88Updated 6 months ago
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆51Updated 7 months ago
- The reinforcement learning codes for dataset SPA-VL☆34Updated last year
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆75Updated 7 months ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆86Updated 6 months ago
- CHAIR metric is a rule-based metric for evaluating object hallucination in caption generation.☆29Updated last year
- mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating☆95Updated last year
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆45Updated 11 months ago
- MoCLE (First MLLM with MoE for instruction customization and generalization!) (https://arxiv.org/abs/2312.12379)☆40Updated last year
- ☆74Updated last year
- 😎 curated list of awesome LMM hallucinations papers, methods & resources.☆149Updated last year
- [ICML 2025] Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in…☆136Updated last week
- Code for Reducing Hallucinations in Vision-Language Models via Latent Space Steering☆60Updated 7 months ago
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆84Updated last year
- A Comprehensive Survey on Evaluating Reasoning Capabilities in Multimodal Large Language Models.☆64Updated 3 months ago
- Official resource for paper Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models (ACL 20…☆12Updated 10 months ago
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆145Updated last year
- ☆46Updated 6 months ago
- Papers about Hallucination in Multi-Modal Large Language Models (MLLMs)☆90Updated 7 months ago
- Official repo for "AlignGPT: Multi-modal Large Language Models with Adaptive Alignment Capability"☆32Updated 11 months ago
- HallE-Control: Controlling Object Hallucination in LMMs☆31Updated last year
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆88Updated last year
- [ACL 2024] Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding☆10Updated 8 months ago
- Official Code and data for ACL 2024 finding, "An Empirical Study on Parameter-Efficient Fine-Tuning for MultiModal Large Language Models"☆19Updated 7 months ago
- This repository will continuously update the latest papers, technical reports, benchmarks about multimodal reasoning!☆45Updated 3 months ago
- The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?☆31Updated 7 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆76Updated last year
- This is the first released survey paper on hallucinations of large vision-language models (LVLMs). To keep track of this field and contin…☆72Updated 10 months ago
- [ECCV 2024] Official PyTorch Implementation of "How Many Unicorns Are in This Image? A Safety Evaluation Benchmark for Vision LLMs"☆81Updated last year
- The official code of the paper "Deciphering Cross-Modal Alignment in Large Vision-Language Models with Modality Integration Rate".☆98Updated 6 months ago