starreeze / efufLinks
the official repo for EMNLP 2024 (main) paper "EFUF: Efficient Fine-grained Unlearning Framework for Mitigating Hallucinations in Multimodal Large Language Models"
☆20Updated 9 months ago
Alternatives and similar repositories for efuf
Users that are interested in efuf are comparing it to the libraries listed below
Sorting:
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆58Updated last year
- [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"☆107Updated last year
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆127Updated 4 months ago
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆160Updated last year
- This repository will continuously update the latest papers, technical reports, benchmarks about multimodal reasoning!☆53Updated 9 months ago
- ☆87Updated last year
- [ICML 2025] Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in…☆180Updated 3 months ago
- 😎 curated list of awesome LMM hallucinations papers, methods & resources.☆150Updated last year
- ☆55Updated last year
- mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating☆98Updated last year
- Code for Reducing Hallucinations in Vision-Language Models via Latent Space Steering☆99Updated last year
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆156Updated last year
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆84Updated last year
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆101Updated 4 months ago
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆51Updated last year
- A Comprehensive Survey on Evaluating Reasoning Capabilities in Multimodal Large Language Models.☆71Updated 9 months ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆99Updated last year
- [NeurIPS 2025] More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models☆73Updated 7 months ago
- HallE-Control: Controlling Object Hallucination in LMMs☆31Updated last year
- The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆240Updated 4 months ago
- An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluation☆149Updated last year
- ☆67Updated 5 months ago
- [CVPR' 25] Interleaved-Modal Chain-of-Thought☆103Updated last week
- The Code for Lever LM: Configuring In-Context Sequence to Lever Large Vision Language Models☆16Updated last year
- ☆154Updated 10 months ago
- [ACL 2025 Findings] Official pytorch implementation of "Don't Miss the Forest for the Trees: Attentional Vision Calibration for Large Vis…☆24Updated last year
- Code for DeCo: Decoupling token compression from semanchc abstraction in multimodal large language models☆75Updated 5 months ago
- This repo contains the code for the paper "Understanding and Mitigating Hallucinations in Large Vision-Language Models via Modular Attrib…☆32Updated 5 months ago
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆77Updated last year
- Papers about Hallucination in Multi-Modal Large Language Models (MLLMs)☆99Updated last year