A Survey on Image-text Multimodal Models
Fuente:
arXiv
Saved in:
| Main Authors: | Guo, Ruifeng, Wei, Jingxuan, Sun, Linzhuang, Yu, Bihui, Chang, Guiyong, Liu, Dawei, Zhang, Sibo, Yao, Zhengbing, Xu, Mingjun, Bu, Liping |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
LLaVA-NeuMT: Selective Layer-Neuron Modulation for Efficient Multilingual Multimodal Translation
by: Wei, Jingxuan, et al.
Published: (2025)
by: Wei, Jingxuan, et al.
Published: (2025)
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference
by: Chen, Qi, et al.
Published: (2025)
by: Chen, Qi, et al.
Published: (2025)
Sentence-Level or Token-Level? A Comprehensive Study on Knowledge Distillation
by: Wei, Jingxuan, et al.
Published: (2024)
by: Wei, Jingxuan, et al.
Published: (2024)
MIND Your Reasoning: A Meta-Cognitive Intuitive-Reflective Network for Dual-Reasoning in Multimodal Stance Detection
by: Wang, Bingbing, et al.
Published: (2025)
by: Wang, Bingbing, et al.
Published: (2025)
Brain-inspired Computing Based on Deep Learning for Human-computer Interaction: A Review
by: Yu, Bihui, et al.
Published: (2023)
by: Yu, Bihui, et al.
Published: (2023)
Retrieval-Augmented Multimodal Model for Fake News Detection
by: Li, Yiheng, et al.
Published: (2026)
by: Li, Yiheng, et al.
Published: (2026)
Multimodal Large Language Models for Medicine: A Comprehensive Survey
by: Ye, Jiarui, et al.
Published: (2025)
by: Ye, Jiarui, et al.
Published: (2025)
A Survey of Generative Categories and Techniques in Multimodal Generative Models
by: Han, Longzhen, et al.
Published: (2025)
by: Han, Longzhen, et al.
Published: (2025)
Distilling Implicit Multimodal Knowledge into Large Language Models for Zero-Resource Dialogue Generation
by: Zhang, Bo, et al.
Published: (2024)
by: Zhang, Bo, et al.
Published: (2024)
MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks
by: Zhang, Lei, et al.
Published: (2025)
by: Zhang, Lei, et al.
Published: (2025)
mPLUG-PaperOwl: Scientific Diagram Analysis with the Multimodal Large Language Model
by: Hu, Anwen, et al.
Published: (2023)
by: Hu, Anwen, et al.
Published: (2023)
Hierarchical Aligned Multimodal Learning for NER on Tweet Posts
by: Liu, Peipei, et al.
Published: (2023)
by: Liu, Peipei, et al.
Published: (2023)
CMATH: Cross-Modality Augmented Transformer with Hierarchical Variational Distillation for Multimodal Emotion Recognition in Conversation
by: Zhu, Xiaofei, et al.
Published: (2024)
by: Zhu, Xiaofei, et al.
Published: (2024)
Evaluating Multimodal Large Language Models on Spoken Sarcasm Understanding
by: Li, Zhu, et al.
Published: (2025)
by: Li, Zhu, et al.
Published: (2025)
Traj-MLLM: Can Multimodal Large Language Models Reform Trajectory Data Mining?
by: Liu, Shuo, et al.
Published: (2025)
by: Liu, Shuo, et al.
Published: (2025)
Multimodal Multi-turn Conversation Stance Detection: A Challenge Dataset and Effective Model
by: Niu, Fuqiang, et al.
Published: (2024)
by: Niu, Fuqiang, et al.
Published: (2024)
DRISHTIKON: A Multimodal Multilingual Benchmark for Testing Language Models' Understanding on Indian Culture
by: Maji, Arijit, et al.
Published: (2025)
by: Maji, Arijit, et al.
Published: (2025)
Contrast then Memorize: Semantic Neighbor Retrieval-Enhanced Inductive Multimodal Knowledge Graph Completion
by: Zhao, Yu, et al.
Published: (2024)
by: Zhao, Yu, et al.
Published: (2024)
Training Data Efficiency in Multimodal Process Reward Models
by: Li, Jinyuan, et al.
Published: (2026)
by: Li, Jinyuan, et al.
Published: (2026)
Traits Run Deep: Enhancing Personality Assessment via Psychology-Guided LLM Representations and Multimodal Apparent Behaviors
by: Li, Jia, et al.
Published: (2025)
by: Li, Jia, et al.
Published: (2025)
Unsupervised Multimodal Clustering for Semantics Discovery in Multimodal Utterances
by: Zhang, Hanlei, et al.
Published: (2024)
by: Zhang, Hanlei, et al.
Published: (2024)
Multimodal Sentiment Analysis Based on Causal Reasoning
by: Chen, Fuhai, et al.
Published: (2024)
by: Chen, Fuhai, et al.
Published: (2024)
MIntRec2.0: A Large-scale Benchmark Dataset for Multimodal Intent Recognition and Out-of-scope Detection in Conversations
by: Zhang, Hanlei, et al.
Published: (2024)
by: Zhang, Hanlei, et al.
Published: (2024)
KeyVideoLLM: Towards Large-scale Video Keyframe Selection
by: Liang, Hao, et al.
Published: (2024)
by: Liang, Hao, et al.
Published: (2024)
ChemDFM-X: Towards Large Multimodal Model for Chemistry
by: Zhao, Zihan, et al.
Published: (2024)
by: Zhao, Zihan, et al.
Published: (2024)
Enhancing Multimodal Entity and Relation Extraction with Variational Information Bottleneck
by: Cui, Shiyao, et al.
Published: (2023)
by: Cui, Shiyao, et al.
Published: (2023)
SLAM-LLM: A Modular, Open-Source Multimodal Large Language Model Framework and Best Practice for Speech, Language, Audio and Music Processing
by: Ma, Ziyang, et al.
Published: (2026)
by: Ma, Ziyang, et al.
Published: (2026)
Dual Knowledge-Enhanced Two-Stage Reasoner for Multimodal Dialog Systems
by: Chen, Xiaolin, et al.
Published: (2025)
by: Chen, Xiaolin, et al.
Published: (2025)
Listening to the Unspoken: Exploring "365" Aspects of Multimodal Interview Performance Assessment
by: Li, Jia, et al.
Published: (2025)
by: Li, Jia, et al.
Published: (2025)
Remember Past, Anticipate Future: Learning Continual Multimodal Misinformation Detectors
by: Wang, Bing, et al.
Published: (2025)
by: Wang, Bing, et al.
Published: (2025)
TCAN: Text-oriented Cross Attention Network for Multimodal Sentiment Analysis
by: Quan, Weize, et al.
Published: (2024)
by: Quan, Weize, et al.
Published: (2024)
Mutual Information-based Representations Disentanglement for Unaligned Multimodal Language Sequences
by: Qian, Fan, et al.
Published: (2024)
by: Qian, Fan, et al.
Published: (2024)
UMETTS: A Unified Framework for Emotional Text-to-Speech Synthesis with Multimodal Prompts
by: Cheng, Zhi-Qi, et al.
Published: (2024)
by: Cheng, Zhi-Qi, et al.
Published: (2024)
ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs
by: Cui, Shiyao, et al.
Published: (2025)
by: Cui, Shiyao, et al.
Published: (2025)
ChartAdapter: Large Vision-Language Model for Chart Summarization
by: Xu, Peixin, et al.
Published: (2024)
by: Xu, Peixin, et al.
Published: (2024)
Can Large Language Models Help Multimodal Language Analysis? MMLA: A Comprehensive Benchmark
by: Zhang, Hanlei, et al.
Published: (2025)
by: Zhang, Hanlei, et al.
Published: (2025)
Dependency Structure Augmented Contextual Scoping Framework for Multimodal Aspect-Based Sentiment Analysis
by: Liu, Hao, et al.
Published: (2025)
by: Liu, Hao, et al.
Published: (2025)
Knowledge-Guided Dynamic Modality Attention Fusion Framework for Multimodal Sentiment Analysis
by: Feng, Xinyu, et al.
Published: (2024)
by: Feng, Xinyu, et al.
Published: (2024)
Towards Robust Multimodal Sentiment Analysis with Incomplete Data
by: Zhang, Haoyu, et al.
Published: (2024)
by: Zhang, Haoyu, et al.
Published: (2024)
How to Bridge the Gap between Modalities: Survey on Multimodal Large Language Model
by: Song, Shezheng, et al.
Published: (2023)
by: Song, Shezheng, et al.
Published: (2023)
Similar Items
-
LLaVA-NeuMT: Selective Layer-Neuron Modulation for Efficient Multilingual Multimodal Translation
by: Wei, Jingxuan, et al.
Published: (2025) -
ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference
by: Chen, Qi, et al.
Published: (2025) -
Sentence-Level or Token-Level? A Comprehensive Study on Knowledge Distillation
by: Wei, Jingxuan, et al.
Published: (2024) -
MIND Your Reasoning: A Meta-Cognitive Intuitive-Reflective Network for Dual-Reasoning in Multimodal Stance Detection
by: Wang, Bingbing, et al.
Published: (2025) -
Brain-inspired Computing Based on Deep Learning for Human-computer Interaction: A Review
by: Yu, Bihui, et al.
Published: (2023)