Official resource for paper Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models (ACL 2024)
☆15Aug 12, 2024Updated last year
Alternatives and similar repositories for MMHalSnowball
Users that are interested in MMHalSnowball are comparing it to the libraries listed below
Sorting:
- Cross-Self KV Cache Pruning for Efficient Vision-Language Inference☆10Dec 15, 2024Updated last year
- Implementation for the paper "Fictitious Synthetic Data Can Improve LLM Factuality via Prerequisite Learning"☆11Jan 10, 2025Updated last year
- [ACL 2024] Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding☆15Nov 10, 2025Updated 3 months ago
- VHTest☆15Oct 31, 2024Updated last year
- From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems☆17Nov 23, 2025Updated 3 months ago
- Code and data for ACL 2024 paper on 'Cross-Modal Projection in Multimodal LLMs Doesn't Really Project Visual Attributes to Textual Space'☆19Jul 21, 2024Updated last year
- Official Implementation of CODE☆17Sep 26, 2024Updated last year
- Official PyTorch Implementation for the "What if...?: Thinking Counterfactual Keywords Helps to Mitigate Hallucination in Large Multi-mod…☆20Sep 26, 2024Updated last year
- [CVPR 2025] Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention☆61Jul 16, 2024Updated last year
- [NeurIPS 2024] TransAgent: Transfer Vision-Language Foundation Models with Heterogeneous Agent Collaboration☆26Oct 17, 2024Updated last year
- mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating☆97Jan 29, 2024Updated 2 years ago
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆57Oct 28, 2024Updated last year
- A method of ensemble learning for heterogeneous large language models.☆64Aug 7, 2024Updated last year
- [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding☆379Oct 7, 2024Updated last year
- Implementation of Pareto-Mutual-Distillation (paper: Towards Higher Pareto Frontier in Multilingual Machine Translation)☆26Feb 24, 2024Updated 2 years ago
- ☆28Oct 19, 2022Updated 3 years ago
- HallE-Control: Controlling Object Hallucination in LMMs☆31Apr 10, 2024Updated last year
- a training-free approach to accelerate ViTs and VLMs by pruning redundant tokens based on similarity☆43May 24, 2025Updated 9 months ago
- Multi-Stage Vision Token Dropping: Towards Efficient Multimodal Large Language Model☆37Jan 8, 2025Updated last year
- [AAAI 2026] Global Compression Commander: Plug-and-Play Inference Acceleration for High-Resolution Large Vision-Language Models☆38Jan 27, 2026Updated last month
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆163Nov 6, 2024Updated last year
- [ICLR'24] Consistency-guided Prompt Learning for Vision-Language Models☆84May 24, 2024Updated last year
- (ICLR 2026)Official repository of 'ScaleCap: Inference-Time Scalable Image Captioning via Dual-Modality Debiasing’☆59Jan 26, 2026Updated last month
- [EMNLP 2025 Oral] IPIGuard: A Novel Tool Dependency Graph-Based Defense Against Indirect Prompt Injection in LLM Agents☆16Sep 16, 2025Updated 5 months ago
- [ICLR 2026] Thinking on the Fly: Test-Time Reasoning Enhancement via Latent Thought Policy Optimization☆18Feb 14, 2026Updated 2 weeks ago
- [NeurIPS 2025] Official Implementation of paper "Sherlock: Self-Correcting Reasoning in Vision-Language Models"☆28Sep 18, 2025Updated 5 months ago
- 用Paddle复现论文ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information（ACL2021）☆10Nov 15, 2021Updated 4 years ago
- [NAACL 2024] Vision language model that reduces hallucinations through self-feedback guided revision. Visualizes attentions on image feat…☆47Aug 21, 2024Updated last year
- [EMNLP'25] A novel alignment framework that leverages image retrieval to mitigate hallucinations in Vision Language Models.☆50Aug 21, 2025Updated 6 months ago
- [ICML 2025 Spotlight] RAPID: Long-Context Inference with Retrieval-Augmented Speculative Decoding☆19Mar 2, 2025Updated last year
- A script to play mooc video automatically for hit.xuetangx.com.☆10Oct 24, 2019Updated 6 years ago
- The official implementation for SETA (TIP 2024).☆11Feb 17, 2025Updated last year
- ☆26Nov 7, 2022Updated 3 years ago
- 😎 Awesome papers on token redundancy reduction☆11Mar 12, 2025Updated 11 months ago
- ☆38Feb 20, 2026Updated 2 weeks ago
- About The corresponding code from our paper " Making Reasoning Matter: Measuring and Improving Faithfulness of Chain-of-Thought Reasoning…☆13Jan 14, 2026Updated last month
- Empowering Small VLMs to Think with Dynamic Memorization and Exploration☆15Nov 18, 2025Updated 3 months ago
- ☆16Oct 13, 2025Updated 4 months ago
- 🚀 Sliding Window Attention Training for Efficient Large Language Models☆16Dec 8, 2025Updated 2 months ago