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Multimodal Learning

13,057 papers

Papers per year

Papers

ThaiOCRBench: A Task-Diverse Benchmark for Vision-Language Understanding in Thai AACL 2025
The Visual Counter Turing Test (VCT²): A Benchmark for Evaluating AI-Generated Image Detection and the Visual AI Index (V_AI) AACL 2025
Breaking Bad: Norms for Valence, Arousal, and Dominance for over 10k English Multiword Expressions AACL 2025
A Multimodal Recaptioning Framework to Account for Perceptual Diversity Across Languages in Vision-Language Modeling AACL 2025
INTERCHART: Benchmarking Visual Reasoning Across Decomposed and Distributed Chart Information AACL 2025
What Are They Talking About? A Benchmark of Knowledge-Grounded Discussion Summarization AACL 2025
Q2E: Query-to-Event Decomposition for Zero-Shot Multilingual Text-to-Video Retrieval AACL 2025
VideoChain: A Transformer-Based Framework for Multi-hop Video Question Generation AACL 2025
Integrating Video and Text: A Balanced Approach to Multimodal Summary Generation and Evaluation AACL 2025
A Diagnostic Framework for Auditing Reference-Free Vision-Language Metrics AACL 2025
Adaptive Collaborative Labeling with MLLMs for Low-Resource Multimodal Emotion Recognition AACL 2025
ReVision: A Dataset and Baseline VLM for Privacy-Preserving Task-Oriented Visual Instruction Rewriting AACL 2025
MuSciClaims: Multimodal Scientific Claim Verification AACL 2025
Video-guided Machine Translation: A Survey of Models, Datasets, and Challenges AACL 2025
Referring Expressions as a Lens into Spatial Language Grounding in Vision-Language Models AACL 2025
Rethinking Information Synthesis in Multimodal Question Answering A Multi-Agent Perspective AACL 2025
Indic-S2ST: a Multilingual and Multimodal Many-to-Many Indic Speech-to-Speech Translation Dataset AACL 2025
Is OpenVLA Truly Robust? A Systematic Evaluation of Positional Robustness AACL 2025
Seeing isn’t Hearing: Benchmarking Vision Language Models at Interpreting Spectrograms AACL 2025
Speak & Spell: LLM-Driven Controllable Phonetic Error Augmentation for Robust Dialogue State Tracking AACL 2025
IFEval-Audio: Benchmarking Instruction-Following Capability in Audio-based Large Language Models AACL 2025
PerMed-MM: A Multimodal, Multi-Specialty Persian Medical Benchmark for Evaluating Vision Language Models AACL 2025
What am I missing here?: Evaluating Large Language Models for Masked Sentence Prediction AACL 2025
HotelMatch-LLM: Joint Multi-Task Training of Small and Large Language Models for Efficient Multimodal Hotel Retrieval ACL 2025
Can Multimodal Large Language Models Understand Spatial Relations? ACL 2025