conftrace_

multimodal large language model

966 papers

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Also known as

MLLMS M-LLM MLLM

Co-occurring keywords

multimodal learning (4645) benchmark evaluation (1556) large language model (13587) visual question answering (1017) visual reasoning (493) video understanding (1658) instruction tuning (838) vision-language model (2348) chain-of-thought reasoning (551) visual grounding (518)

Papers

ICG: Improving Cover Image Generation via MLLM-based Prompting and Personalized Preference Alignment EMNLP 2025
I-SEE: An Instruction-tuned, SOP-Enhanced Quality Evaluator for Product Content EMNLP 2025
Self-Improvement in Multimodal Large Language Models: A Survey EMNLP 2025
Immune: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment CVPR 2025
From Long Videos to Engaging Clips: A Human-Inspired Video Editing Framework with Multimodal Narrative Understanding EMNLP 2025
Can Retelling Have Adequate Information for Reasoning? An Enhancement Method for Imperfect Video Understanding with Large Language Model IJCAI 2025
Image Captioning Evaluation in the Age of Multimodal LLMs: Challenges and Future Perspectives IJCAI 2025
Connector-S: A Survey of Connectors in Multi-modal Large Language Models IJCAI 2025
Image Regeneration: Evaluating Text-to-Image Model via Generating Identical Image with Multimodal Large Language Models AAAI 2025
Open-World Attribute Mining for E-Commerce Products with Multimodal Self-Correction Instruction Tuning ACL 2025
Con Instruction: Universal Jailbreaking of Multimodal Large Language Models via Non-Textual Modalities ACL 2025
CaRDiff: Video Salient Object Ranking Chain of Thought Reasoning for Saliency Prediction with Diffusion AAAI 2025
AdamMeme: Adaptively Probe the Reasoning Capacity of Multimodal Large Language Models on Harmfulness ACL 2025
Mitigating Visual Forgetting via Take-along Visual Conditioning for Multi-modal Long CoT Reasoning ACL 2025
Enhancing Multimodal Continual Instruction Tuning with BranchLoRA ACL 2025
Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search ACL 2025
R2-MultiOmnia: Leading Multilingual Multimodal Reasoning via Self-Training ACL 2025
VLSBench: Unveiling Visual Leakage in Multimodal Safety ACL 2025
CADReview: Automatically Reviewing CAD Programs with Error Detection and Correction ACL 2025
MCS-Bench: A Comprehensive Benchmark for Evaluating Multimodal Large Language Models in Chinese Classical Studies ACL 2025
Single-to-mix Modality Alignment with Multimodal Large Language Model for Document Image Machine Translation ACL 2025
Making LLMs Better Many-to-Many Speech-to-Text Translators with Curriculum Learning ACL 2025
Redundancy Principles for MLLMs Benchmarks ACL 2025
Exploring Compositional Generalization of Multimodal LLMs for Medical Imaging ACL 2025
MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference ACL 2025