starreeze / efuf
the official repo for EMNLP 2024 (main) paper "EFUF: Efficient Fine-grained Unlearning Framework for Mitigating Hallucinations in Multimodal Large Language Models"
☆19Updated 2 weeks ago
Alternatives and similar repositories for efuf:
Users that are interested in efuf are comparing it to the libraries listed below
- [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"☆85Updated 3 months ago
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆44Updated 5 months ago
- Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal …☆46Updated last month
- 😎 curated list of awesome LMM hallucinations papers, methods & resources.☆149Updated last year
- ☆64Updated 9 months ago
- This is the first released survey paper on hallucinations of large vision-language models (LVLMs). To keep track of this field and contin…☆63Updated 8 months ago
- mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating☆92Updated last year
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆44Updated 8 months ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆69Updated 4 months ago
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆82Updated last year
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆145Updated 10 months ago
- A Self-Training Framework for Vision-Language Reasoning☆71Updated 2 months ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆84Updated last year
- A Survey on the Honesty of Large Language Models☆56Updated 3 months ago
- Latest Advances on Modality Priors in Multimodal Large Language Models☆10Updated 2 weeks ago
- HallE-Control: Controlling Object Hallucination in LMMs☆30Updated 11 months ago
- ☆71Updated last week
- Code for Reducing Hallucinations in Vision-Language Models via Latent Space Steering☆36Updated 4 months ago
- The reinforcement learning codes for dataset SPA-VL☆31Updated 9 months ago
- ☆45Updated 4 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆70Updated 9 months ago
- Papers about Hallucination in Multi-Modal Large Language Models (MLLMs)☆85Updated 4 months ago
- The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆199Updated last year
- Official repo for "AlignGPT: Multi-modal Large Language Models with Adaptive Alignment Capability"☆32Updated 8 months ago
- MoCLE (First MLLM with MoE for instruction customization and generalization!) (https://arxiv.org/abs/2312.12379)☆34Updated 11 months ago
- An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluation☆112Updated last year
- CHAIR metric is a rule-based metric for evaluating object hallucination in caption generation.☆27Updated last year
- [EMNLP 2024 Findings] The official PyTorch implementation of EchoSight: Advancing Visual-Language Models with Wiki Knowledge.☆55Updated 2 weeks ago
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆49Updated 8 months ago
- This repository contains the code for SFT, RLHF, and DPO, designed for vision-based LLMs, including the LLaVA models and the LLaMA-3.2-vi…☆102Updated 5 months ago