luka-group / vlm-knowledge-conflict
Code for paper "Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models."
☆41Updated 4 months ago
Alternatives and similar repositories for vlm-knowledge-conflict:
Users that are interested in vlm-knowledge-conflict are comparing it to the libraries listed below
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆69Updated 4 months ago
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆65Updated 9 months ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆40Updated 3 months ago
- Evaluation framework for paper "VisualWebBench: How Far Have Multimodal LLMs Evolved in Web Page Understanding and Grounding?"☆49Updated 5 months ago
- [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibrati…☆33Updated 8 months ago
- [ICLR 2025] When Attention Sink Emerges in Language Models: An Empirical View (Spotlight)☆52Updated 5 months ago
- A Survey on the Honesty of Large Language Models☆56Updated 3 months ago
- The released data for paper "Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models".☆32Updated last year
- Official implementation for "MJ-Bench: Is Your Multimodal Reward Model Really a Good Judge for Text-to-Image Generation?"☆44Updated 3 weeks ago
- ☆59Updated 6 months ago
- The official repository of "Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint"☆37Updated last year
- M-STAR (Multimodal Self-Evolving TrAining for Reasoning) Project. Diving into Self-Evolving Training for Multimodal Reasoning☆55Updated 2 months ago
- Public code repo for EMNLP 2024 Findings paper "MACAROON: Training Vision-Language Models To Be Your Engaged Partners"☆13Updated 5 months ago
- A Self-Training Framework for Vision-Language Reasoning☆70Updated last month
- (ICLR2025 Spotlight) DEEM: Official implementation of Diffusion models serve as the eyes of large language models for image perception.☆25Updated last week
- [ICML 2024 Oral] Official code repository for MLLM-as-a-Judge.☆65Updated last month
- [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning☆80Updated 10 months ago
- RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment☆16Updated 3 months ago
- ☆66Updated 2 months ago
- Official Code Repository for the paper "Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-intensive Tasks…☆37Updated 3 months ago
- MoCLE (First MLLM with MoE for instruction customization and generalization!) (https://arxiv.org/abs/2312.12379)☆34Updated 11 months ago
- [EMNLP 2024] Official implementation of "Hierarchical Deconstruction of LLM Reasoning: A Graph-Based Framework for Analyzing Knowledge Ut…☆21Updated 3 months ago
- Official Pytorch implementation of "Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations" (ICLR '25)☆61Updated 2 weeks ago
- Large Language Models Can Self-Improve in Long-context Reasoning☆62Updated 3 months ago
- Preference Learning for LLaVA☆40Updated 4 months ago
- ☆12Updated 8 months ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆99Updated 5 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆68Updated 9 months ago
- Official implementation of Bootstrapping Language Models via DPO Implicit Rewards☆43Updated 7 months ago