multimodal learning

4622 papers

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Also known as

VLM VLLM MM VLA MLLMS MLM MML MULLM LMM MLLM MMT

Co-occurring keywords

large language model (12755) vision-language model (2235) visual question answering (1000) video understanding (1647) multi-modal learning (1276) contrastive learning (3979) representation learning (6174) transfer learning (5442) zero-shot learning (3637) vision language model (752)

Papers

DAPE-BR: Distance-Aware Positional Encoding for Mitigating Object Hallucination in LVLMs EMNLP 2025

A Closer Look at Bias and Chain-of-Thought Faithfulness of Large (Vision) Language Models EMNLP 2025

MMPlanner: Zero-Shot Multimodal Procedural Planning with Chain-of-Thought Object State Reasoning EMNLP 2025

MTabVQA: Evaluating Multi-Tabular Reasoning of Language Models in Visual Space EMNLP 2025

Decoupled Proxy Alignment: Mitigating Language Prior Conflict for Multimodal Alignment in MLLMs EMNLP 2025

Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia ACL 2025

Integrating Video and Text: A Balanced Approach to Multimodal Summary Generation and Evaluation AACL 2025

OVQA: A Dataset for Visual Question Answering and Multimodal Research in Odia Language COLING 2025

ViFT: Towards Visual Instruction-Free Fine-tuning for Large Vision-Language Models EMNLP 2025

Text or Pixels? Evaluating Efficiency and Understanding of LLMs with Visual Text Inputs EMNLP 2025

SuPreME: A Supervised Pre-training Framework for Multimodal ECG Representation Learning EMNLP 2025

MASSV: Multimodal Adaptation and Self-Data Distillation for Speculative Decoding of Vision-Language Models EMNLP 2025

What if Othello-Playing Language Models Could See? EMNLP 2025

Humor in Pixels: Benchmarking Large Multimodal Models Understanding of Online Comics EMNLP 2025

InfiMM-WebMath-40B: Advancing Multimodal Pre-Training for Enhanced Mathematical Reasoning EMNLP 2025

BcQLM: Efficient Vision-Language Understanding with Distilled Q-Gated Cross-Modal Fusion EMNLP 2025

HapticCap: A Multimodal Dataset and Task for Understanding User Experience of Vibration Haptic Signals EMNLP 2025

LLM-empowered Dynamic Prompt Routing for Vision-Language Models Tuning under Long-Tailed Distributions EMNLP 2025

X-LeBench: A Benchmark for Extremely Long Egocentric Video Understanding EMNLP 2025

Does Visual Grounding Enhance the Understanding of Embodied Knowledge in Large Language Models? EMNLP 2025

URO-Bench: Towards Comprehensive Evaluation for End-to-End Spoken Dialogue Models EMNLP 2025

Diving into Mitigating Hallucinations from a Vision Perspective for Large Vision-Language Models EMNLP 2025

EditInspector: A Benchmark for Evaluation of Text-Guided Image Edits ACL 2025

StuD: A Multimodal Approach for Stuttering Detection with RAG and Fusion Strategies AACL 2025

DALR: Dual-level Alignment Learning for Multimodal Sentence Representation Learning ACL 2025