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Multimodal Learning

24 directly classified papers

Papers per year

Papers

Model-free Domain Adaptation for Concealed Multimodal Large-Language Models WACV 2026
ChartEdit: How Far Are MLLMs From Automating Chart Analysis? Evaluating MLLMs’ Capability via Chart Editing ACL 2025
MLAN: Language-Based Instruction Tuning Preserves and Transfers Knowledge in Multimodal Language Models ACL 2025
Benchmarking Table Extraction: Multimodal LLMs vs Traditional OCR ACL 2025
On Domain-Adaptive Post-Training for Multimodal Large Language Models EMNLP 2025
The Photographer's Eye: Teaching Multimodal Large Language Models to See, and Critique Like Photographers CVPR 2025
GroundingFace: Fine-grained Face Understanding via Pixel Grounding Multimodal Large Language Model CVPR 2025
UniEDU: Toward Unified and Efficient Large Multimodal Models for Educational Tasks EMNLP 2025
mOSCAR: A Large-scale Multilingual and Multimodal Document-level Corpus ACL 2025
PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension ACL 2025
ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models NIPS 2024
Multimodal Instruction Tuning with Conditional Mixture of LoRA ACL 2024
L+M-24: Building a Dataset for Language+Molecules @ ACL 2024 ACL 2024
ALMol: Aligned Language-Molecule Translation LLMs through Offline Preference Contrastive Optimisation ACL 2024
PRESTO: Progressive Pretraining Enhances Synthetic Chemistry Outcomes EMNLP 2024
MobileVLM: A Vision-Language Model for Better Intra- and Inter-UI Understanding EMNLP 2024
Make Prompts Adaptable: Bayesian Modeling for Vision-Language Prompt Learning with Data-Dependent Prior AAAI 2024
Mind Reader: Reconstructing complex images from brain activities NIPS 2022
CapOnImage: Context-driven Dense-Captioning on Image EMNLP 2022
ViLMedic: a framework for research at the intersection of vision and language in medical AI ACL 2022
ViLBERTScore: Evaluating Image Caption Using Vision-and-Language BERT EMNLP 2020
Video2Commonsense: Generating Commonsense Descriptions to Enrich Video Captioning EMNLP 2020
Learning to Represent Image and Text with Denotation Graph EMNLP 2020
Words Can Shift: Dynamically Adjusting Word Representations Using Nonverbal Behaviors AAAI 2019