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Multimodal Learning

13,185 papers

Papers per year

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Papers

Presentations are not always linear! GNN meets LLM for Text Document-to-Presentation Transformation with Attribution EMNLP 2024
PFA-ERC: Psuedo-Future Augmented Dynamic Emotion Recognition in Conversations EMNLP 2024
MiRAGeNews: Multimodal Realistic AI-Generated News Detection EMNLP 2024
Quantifying and Mitigating Unimodal Biases in Multimodal Large Language Models: A Causal Perspective EMNLP 2024
See Detail Say Clear: Towards Brain CT Report Generation via Pathological Clue-driven Representation Learning EMNLP 2024
Unraveling the Truth: Do VLMs really Understand Charts? A Deep Dive into Consistency and Robustness EMNLP 2024
TransferCVLM: Transferring Cross-Modal Knowledge for Vision-Language Modeling EMNLP 2024
Personalized Video Comment Generation EMNLP 2024
Towards One-to-Many Visual Question Answering EMNLP 2024
Enhancing Question Answering on Charts Through Effective Pre-training Tasks EMNLP 2024
AIStorySimilarity: Quantifying Story Similarity Using Narrative for Search, IP Infringement, and Guided Creativity EMNLP 2024
TpT-ADE: Transformer Based Two-Phase ADE Extraction EMNLP 2024
Continuous Attentive Multimodal Prompt Tuning for Few-Shot Multimodal Sarcasm Detection EMNLP 2024
How Are Metaphors Processed by Language Models? The Case of Analogies EMNLP 2024
A Multimodal Large Language Model “Foresees” Objects Based on Verb Information but Not Gender EMNLP 2024
Image-conditioned human language comprehension and psychometric benchmarking of visual language models EMNLP 2024
Navigate Complex Physical Worlds via Geometrically Constrained LLM EMNLP 2024
Trustful LLMs: Customizing and Grounding Text Generation with knowledge bases and Dual Decoders EMNLP 2024
V-GlórIA - Customizing Large Vision and Language Models to European Portuguese EMNLP 2024
AMREx: AMR for Explainable Fact Verification EMNLP 2024
RAGAR, Your Falsehood Radar: RAG-Augmented Reasoning for Political Fact-Checking using Multimodal Large Language Models EMNLP 2024
From Language to Pixels: Task Recognition and Task Learning in LLMs EMNLP 2024
OmniDialog: A Multimodal Benchmark for Generalization Across Text, Visual, and Audio Modalities EMNLP 2024
Modeling Bilingual Sentence Processing: Evaluating RNN and Transformer Architectures for Cross-Language Structural Priming EMNLP 2024
The Social Lives of Literary Characters: Combining citizen science and language models to understand narrative social networks EMNLP 2024