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Multimodal Learning

13057 directly classified papers

Papers per year

Papers

KidsArtBench: Multi-Dimensional Children’s Art Evaluation with Attribute-Aware MLLMs EACL 2026

Now You Hear Me: Audio Narrative Attacks Against Large Audio–Language Models EACL 2026

Extending Audio Context for Long-Form Understanding in Large Audio-Language Models EACL 2026

Instruction Tuning with and without Context: Behavioral Shifts and Downstream Impact EACL 2026

Do Images Speak Louder than Words? Investigating the Effect of Textual Misinformation in VLMs EACL 2026

Multimodal Conversation Structure Understanding EACL 2026

Can MLLMs Find Their Way in a City? Exploring Emergent Navigation from Web-Scale Knowledge EACL 2026

Surprisal from Larger Transformer-based Language Models Predicts fMRI Data More Poorly EACL 2026

Exploring Cross-Lingual Voice Conversion Methods for Anonymizing Low-Resource Text-to-Speech EACL 2026

Language Family Matters: Evaluating SpeechLLMs Across Linguistic Boundaries EACL 2026

On the Additive Compositionality of Task Vectors in Vision–Language Models EACL 2026

FiMMIA: scaling semantic perturbation-based membership inference across modalities EACL 2026

A Browser-based Open Source Assistant for Multimodal Content Verification EACL 2026

Hospitality-VQA: Decision-Oriented Informativeness Evaluation for Vision–Language Models EACL 2026

Compact Multimodal Language Models as Robust OCR Alternatives for Noisy Textual Clinical Reports EACL 2026

A Compliance-Preserving Retrieval System for Aircraft MRO Task Search EACL 2026

OCR or Not? Rethinking Document Information Extraction in the MLLMs Era with Real-World Large-Scale Datasets EACL 2026

PROBES : Performance and Relevance Observation for BEtter Search EACL 2026

Aligning Paralinguistic Understanding and Generation in Speech LLMs via Multi-Task Reinforcement Learning EACL 2026

Encoding and Decoding Language in the Brain with Language Models EACL 2026

Multimodal Large Language Models for Human-AI Interaction: Foundations, Agents, and Inclusive Applications EACL 2026

SpatialMath: Spatial Comprehension-Infused Symbolic Reasoning for Mathematical Problem-Solving EACL 2026

MAPS: A Multilingual Benchmark for Agent Performance and Security EACL 2026

Bias in the Ear of the Listener: Assessing Sensitivity in Audio Language Models Across Linguistic, Demographic, and Positional Variations EACL 2026

Speaker Anonymization for Children's Oral Reading Assessment AAAI 2026