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Multimodal Learning

13,057 papers

Papers per year

Papers

RAVEN: Robust Advertisement Video Violation Temporal Grounding via Reinforcement Reasoning ACL 2025
NeKo: Cross-Modality Post-Recognition Error Correction with Tasks-Guided Mixture-of-Experts Language Model ACL 2025
Graph-Linguistic Fusion: Using Language Models for Wikidata Vandalism Detection ACL 2025
LOTUS: A Leaderboard for Detailed Image Captioning from Quality to Societal Bias and User Preferences ACL 2025
Filter-And-Refine: A MLLM Based Cascade System for Industrial-Scale Video Content Moderation ACL 2025
A Framework for Flexible Extraction of Clinical Event Contextual Properties from Electronic Health Records ACL 2025
MICE: Mixture of Image Captioning Experts Augmented e-Commerce Product Attribute Value Extraction ACL 2025
Judging the Judges: Can Large Vision-Language Models Fairly Evaluate Chart Comprehension and Reasoning? ACL 2025
SingaKids: A Multilingual Multimodal Dialogic Tutor for Language Learning ACL 2025
From Recall to Creation: Generating Follow-Up Questions Using Bloom’s Taxonomy and Grice’s Maxims ACL 2025
Towards Generating Controllable and Solvable Geometry Problem by Leveraging Symbolic Deduction Engine ACL 2025
EcoDoc: A Cost-Efficient Multimodal Document Processing System for Enterprises Using LLMs ACL 2025
Beyond Perception: Evaluating Abstract Visual Reasoning through Multi-Stage Task ACL 2025
Visual Cues Enhance Predictive Turn-Taking for Two-Party Human Interaction ACL 2025
Detecting and Mitigating Challenges in Zero-Shot Video Summarization with Video LLMs ACL 2025
Exploring Multi-Modal Data with Tool-Augmented LLM Agents for Precise Causal Discovery ACL 2025
scRAG: Hybrid Retrieval-Augmented Generation for LLM-based Cross-Tissue Single-Cell Annotation ACL 2025
Improve Language Model and Brain Alignment via Associative Memory ACL 2025
Towards Reliable Large Audio Language Model ACL 2025
MUSE: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles ACL 2025
GlyphPattern: An Abstract Pattern Recognition for Vision-Language Models ACL 2025
Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling ACL 2025
UQ-Merge: Uncertainty Guided Multimodal Large Language Model Merging ACL 2025
Ponder & Press: Advancing Visual GUI Agent towards General Computer Control ACL 2025
A Character-Centric Creative Story Generation via Imagination ACL 2025