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multimodal learning

4645 papers

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large language model (13587) vision-language model (2348) visual question answering (1017) video understanding (1658) multi-modal learning (1278) contrastive learning (4032) representation learning (6206) transfer learning (5449) zero-shot learning (3650) vision language model (767)

Papers

Quartet@LT-EDI 2024: A SVM-ResNet50 Approach For Multitask Meme Classification - Unraveling Misogynistic and Trolls in Online Memes EACL 2024
WikiScenes with Descriptions: Aligning Paragraphs and Sentences with Images in Wikipedia Articles NAACL 2024
SheffieldVeraAI at SemEval-2024 Task 4: Prompting and fine-tuning a Large Vision-Language Model for Binary Classification of Persuasion Techniques in Memes NAACL 2024
MemeGuard: An LLM and VLM-based Framework for Advancing Content Moderation via Meme Intervention ACL 2024
A Mapping on Current Classifying Categories of Emotions Used in Multimodal Models for Emotion Recognition EACL 2024
Continual Multimodal Knowledge Graph Construction IJCAI 2024
JMI at SemEval 2024 Task 3: Two-step approach for multimodal ECAC using in-context learning with GPT and instruction-tuned Llama models NAACL 2024
Wit Hub@DravidianLangTech-2024:Multimodal Social Media Data Analysis in Dravidian Languages using Machine Learning Models EACL 2024
SMILE: Multimodal Dataset for Understanding Laughter in Video with Language Models NAACL 2024
Re-evaluating the Need for Visual Signals in Unsupervised Grammar Induction NAACL 2024
Multimodal Contextualized Semantic Parsing from Speech ACL 2024
Chart-based Reasoning: Transferring Capabilities from LLMs to VLMs NAACL 2024
Functional Graph Convolutional Networks: A Unified Multi-task and Multi-modal Learning Framework to Facilitate Health and Social-Care Insights IJCAI 2024
Which Modality should I use - Text, Motif, or Image? : Understanding Graphs with Large Language Models NAACL 2024
Multimodal Fallacy Classification in Political Debates EACL 2024
Multimodal Contextual Dialogue Breakdown Detection for Conversational AI Models NAACL 2024
A Concise Report of the 7th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text EACL 2024
Generating Signed Language Instructions in Large-Scale Dialogue Systems NAACL 2024
DiffCLIP: Leveraging Stable Diffusion for Language Grounded 3D Classification WACV 2024
MasonPerplexity at Multimodal Hate Speech Event Detection 2024: Hate Speech and Target Detection Using Transformer Ensembles EACL 2024
M3T: A New Benchmark Dataset for Multi-Modal Document-Level Machine Translation NAACL 2024
LLM Knows Body Language, Too: Translating Speech Voices into Human Gestures ACL 2024
Efficient End-to-End Visual Document Understanding with Rationale Distillation NAACL 2024
MaCSC: Towards Multimodal-augmented Pre-trained Language Models via Conceptual Prototypes and Self-balancing Calibration NAACL 2024
CLTL@Multimodal Hate Speech Event Detection 2024: The Winning Approach to Detecting Multimodal Hate Speech and Its Targets EACL 2024