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1. From-Redundancy-to-Relevance From-Redundancy-to-Relevance Public

   [NAACL 2025 Oral] 🎉 From redundancy to relevance: Enhancing explainability in multimodal large language models

   Python 119 10

2. FanshuoZeng/Simignore FanshuoZeng/Simignore Public

   [AAAI 2025] Code for paper:Enhancing Multimodal Large Language Models Complex Reasoning via Similarity Computation

   Python 6 1

3. ErikZ719/MCA-LLaVA ErikZ719/MCA-LLaVA Public

   [ACM MM25] MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models

   Python 11

4. itsqyh/Shallow-Focus-Deep-Fixes itsqyh/Shallow-Focus-Deep-Fixes Public

   [EMNLP 2025 Oral] 🎉 Shallow Focus, Deep Fixes: Enhancing Shallow Layers Vision Attention Sinks to Alleviate Hallucination in LVLMs

   6

5. zhangbaijin.github.io zhangbaijin.github.io Public

   HTML

6. Awesome-MLLM-Hallucination Awesome-MLLM-Hallucination Public

   Forked from showlab/Awesome-MLLM-Hallucination

   📖 A curated list of resources dedicated to hallucination of multimodal large language models (MLLM).