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Multimodal Learning

13,057 papers

Papers per year

Papers

Sentimental Image Generation for Aspect-based Sentiment Analysis ACL 2025
Investigating Prosodic Signatures via Speech Pre-Trained Models for Audio Deepfake Source Attribution ACL 2025
MATCHED: Multimodal Authorship-Attribution To Combat Human Trafficking in Escort-Advertisement Data ACL 2025
Vision Language Model Helps Private Information De-Identification in Vision Data ACL 2025
Unveiling Privacy Risks in Multi-modal Large Language Models: Task-specific Vulnerabilities and Mitigation Challenges ACL 2025
MM-R3: On (In-)Consistency of Vision-Language Models (VLMs) ACL 2025
Shadow-Activated Backdoor Attacks on Multimodal Large Language Models ACL 2025
Why Vision Language Models Struggle with Visual Arithmetic? Towards Enhanced Chart and Geometry Understanding ACL 2025
SynFix: Dependency-Aware Program Repair via RelationGraph Analysis ACL 2025
AdaV: Adaptive Text-visual Redirection for Vision-Language Models ACL 2025
ASPO: Adaptive Sentence-Level Preference Optimization for Fine-Grained Multimodal Reasoning ACL 2025
MIRe: Enhancing Multimodal Queries Representation via Fusion-Free Modality Interaction for Multimodal Retrieval ACL 2025
AdaReTaKe: Adaptive Redundancy Reduction to Perceive Longer for Video-language Understanding ACL 2025
Multimodal Causal Reasoning Benchmark: Challenging Multimodal Large Language Models to Discern Causal Links Across Modalities ACL 2025
VCD: A Dataset for Visual Commonsense Discovery in Images ACL 2025
ProMedTS: A Self-Supervised, Prompt-Guided Multimodal Approach for Integrating Medical Text and Time Series ACL 2025
Reefknot: A Comprehensive Benchmark for Relation Hallucination Evaluation, Analysis and Mitigation in Multimodal Large Language Models ACL 2025
Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents ACL 2025
Advancing General Multimodal Capability of Vision-language Models with Pyramid-descent Visual Position Encoding ACL 2025
EssayJudge: A Multi-Granular Benchmark for Assessing Automated Essay Scoring Capabilities of Multimodal Large Language Models ACL 2025
Self-Correction is More than Refinement: A Learning Framework for Visual and Language Reasoning Tasks ACL 2025
IW-Bench: Evaluating Large Multimodal Models for Converting Image-to-Web ACL 2025
DeepRTL2: A Versatile Model for RTL-Related Tasks ACL 2025
Cross-lingual Multimodal Sentiment Analysis for Low-Resource Languages via Language Family Disentanglement and Rethinking Transfer ACL 2025
InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model ACL 2025