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Multi-Modal Learning

3194 directly classified papers

Papers per year

Papers

Improving Hierarchical Text Clustering with LLM-guided Multi-view Cluster Representation EMNLP 2024
Retrieval-enriched zero-shot image classification in low-resource domains EMNLP 2024
Investigating Multilingual Instruction-Tuning: Do Polyglot Models Demand for Multilingual Instructions? EMNLP 2024
VIEWS: Entity-Aware News Video Captioning EMNLP 2024
VHASR: A Multimodal Speech Recognition System With Vision Hotwords EMNLP 2024
Kiss up, Kick down: Exploring Behavioral Changes in Multi-modal Large Language Models with Assigned Visual Personas EMNLP 2024
CARER - ClinicAl Reasoning-Enhanced Representation for Temporal Health Risk Prediction EMNLP 2024
MMoE: Enhancing Multimodal Models with Mixtures of Multimodal Interaction Experts EMNLP 2024
MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding EMNLP 2024
Bridging Modalities: Enhancing Cross-Modality Hate Speech Detection with Few-Shot In-Context Learning EMNLP 2024
Divide and Conquer Radiology Report Generation via Observation Level Fine-grained Pretraining and Prompt Tuning EMNLP 2024
Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale EMNLP 2024
ConVQG: Contrastive Visual Question Generation with Multimodal Guidance AAAI 2024
II-MMR: Identifying and Improving Multi-modal Multi-hop Reasoning in Visual Question Answering ACL 2024
Enhancing Adverse Drug Event Detection with Multimodal Dataset: Corpus Creation and Model Development ACL 2024
PPTSER: A Plug-and-Play Tag-guided Method for Few-shot Semantic Entity Recognition on Visually-rich Documents ACL 2024
MODDP: A Multi-modal Open-domain Chinese Dataset for Dialogue Discourse Parsing ACL 2024
CLASP: Cross-modal Alignment Using Pre-trained Unimodal Models ACL 2024
An Empirical Study on Parameter-Efficient Fine-Tuning for MultiModal Large Language Models ACL 2024
ChartInstruct: Instruction Tuning for Chart Comprehension and Reasoning ACL 2024
Multi-modal Stance Detection: New Datasets and Model ACL 2024
Enhanced BioT5+ for Molecule-Text Translation: A Three-Stage Approach with Data Distillation, Diverse Training, and Voting Ensemble ACL 2024
Data Roaming and Quality Assessment for Composed Image Retrieval AAAI 2024
SciMind: A Multimodal Mixture-of-Experts Model for Advancing Pharmaceutical Sciences ACL 2024
TiMix: Text-Aware Image Mixing for Effective Vision-Language Pre-training AAAI 2024