multimodal llms - Robuta Search

https://aclanthology.org/2025.acl-long.872/

Insight Over Sight: Exploring the Vision-Knowledge Conflicts in Multimodal LLMs - ACL Anthology

Xiaoyuan Liu, Wenxuan Wang, Youliang Yuan, Jen-tse Huang, Qiuzhi Liu, Pinjia He, Zhaopeng Tu. Proceedings of the 63rd Annual Meeting of the Association for...

vision knowledge insight exploring conflicts multimodal

https://aclanthology.org/2025.acl-industry.109/

EcoDoc: A Cost-Efficient Multimodal Document Processing System for Enterprises Using LLMs - ACL...

Ravi K. Rajendran, Biplob Debnath, Murugan Sankaradass, Srimat Chakradhar. Proceedings of the 63rd Annual Meeting of the Association for Computational...

document processing system cost efficient multimodal enterprises

https://j-min.io/publication/bifrost-1_2025/

Bifrost-1: Bridging Multimodal LLMs and Diffusion Models with Patch-level CLIP Latents | Jaemin Cho

Sep 29, 2025 - a unified framework that bridges multimodal LLMs and diffusion models with patch-level CLIP latents

multimodal llms diffusion models bifrost bridging patch

https://arxiv.org/abs/2510.23506?ref=blog.anyreach.ai

[2510.23506] Emotion-Coherent Reasoning for Multimodal LLMs via Emotional Rationale Verifier

Abstract page for arXiv paper 2510.23506: Emotion-Coherent Reasoning for Multimodal LLMs via Emotional Rationale Verifier

multimodal llms emotion coherent reasoning via

https://openreview.net/forum?id=vo9mmVYmGc&referrer=%5Bthe%20profile%20of%20Xinyu%20Qiu%5D(%2Fprofile%3Fid%3D~Xinyu_Qiu1)

Calibrated Self-Verification for Multimodal LLMs via Advantage-Decoupled Preference Optimization |...

Recent advances in multimodal large language models (LLMs) have emerged through serial inference time scaling, which involves generating longer reasoning...

self verification multimodal llms calibrated via advantage

https://www.buzzsprout.com/2358279/episodes/14972812-llms-and-multimodal-ai-with-dr-stefania-druga-of-google

LLMs and Multimodal AI with Dr. Stefania Druga of Google

In this episode, Dr. Stefania Druga (she/her), Research Scientist on the Bard (now Gemini) team at Google, shares insights into her work on developing...

multimodal ai llms dr stefania google

https://ndcmanchester.com/workshops/ai-red-teaming-in-practice/86e2d9e8a5e4

AI Red Teaming: Attacks on LLMs, Agents, and Multimodal Systems | NDC Manchester 2025

Red Teaming AI systems is no longer optional. What began with prompt injection attacks on simple chatbots has exploded into a complex threat surface spanning...

ai red teaming attacks llms agents multimodal

https://arxiv.org/abs/2502.01477v1

[2502.01477v1] Position: Empowering Time Series Reasoning with Multimodal LLMs

Abstract page for arXiv paper 2502.01477v1: Position: Empowering Time Series Reasoning with Multimodal LLMs

time series multimodal llms position empowering reasoning