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Multi-Modal Learning

1,215 papers

Papers per year

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Papers

Program Synthesis Benchmark for Visual Programming in XLogoOnline Environment ACL 2025
Proxy-Driven Robust Multimodal Sentiment Analysis with Incomplete Data ACL 2025
FCMR: Robust Evaluation of Financial Cross-Modal Multi-Hop Reasoning ACL 2025
Make Imagination Clearer! Stable Diffusion-based Visual Imagination for Multimodal Machine Translation ACL 2025
Advancing SMoE for Continuous Domain Adaptation of MLLMs: Adaptive Router and Domain-Specific Loss ACL 2025
Performance Gap in Entity Knowledge Extraction Across Modalities in Vision Language Models ACL 2025
Symmetrical Visual Contrastive Optimization: Aligning Vision-Language Models with Minimal Contrastive Images ACL 2025
Predicting Implicit Arguments in Procedural Video Instructions ACL 2025
CLIPErase: Efficient Unlearning of Visual-Textual Associations in CLIP ACL 2025
HintsOfTruth: A Multimodal Checkworthiness Detection Dataset with Real and Synthetic Claims ACL 2025
REAL-MM-RAG: A Real-World Multi-Modal Retrieval Benchmark ACL 2025
Maximal Matching Matters: Preventing Representation Collapse for Robust Cross-Modal Retrieval ACL 2025
Doc-React: Multi-page Heterogeneous Document Question-answering ACL 2025
MUSTS: MUltilingual Semantic Textual Similarity Benchmark ACL 2025
QUPID: Quantified Understanding for Enhanced Performance, Insights, and Decisions in Korean Search Engines ACL 2025
MICE: Mixture of Image Captioning Experts Augmented e-Commerce Product Attribute Value Extraction ACL 2025
Visual Cues Enhance Predictive Turn-Taking for Two-Party Human Interaction ACL 2025
Comparing Bad Apples to Good Oranges Aligning Large Language Models via Joint Preference Optimization ACL 2025
Towards Reliable Large Audio Language Model ACL 2025
Logical Consistency is Vital: Neural-Symbolic Information Retrieval for Negative-Constraint Queries ACL 2025
CLaMP 3: Universal Music Information Retrieval Across Unaligned Modalities and Unseen Languages ACL 2025
InfiniSST: Simultaneous Translation of Unbounded Speech with Large Language Model ACL 2025
Large Language Models in Bioinformatics: A Survey ACL 2025
SCITAT: A Question Answering Benchmark for Scientific Tables and Text Covering Diverse Reasoning Types ACL 2025
MIRe: Enhancing Multimodal Queries Representation via Fusion-Free Modality Interaction for Multimodal Retrieval ACL 2025