Multimodal Learning

Little Red Riding Hood Goes around the Globe: Crosslingual Story Planning and Generation with Large Language Models COLING 2024 LLM-ESR: Large Language Models Enhancement for Long-tailed Sequential Recommendation NeurIPS 2024 LLMs are Good Action Recognizers CVPR 2024 L+M-24: Building a Dataset for Language+Molecules @ ACL 2024 ACL 2024 LoSh: Long-Short Text Joint Prediction Network for Referring Video Object Segmentation CVPR 2024 M2PT: Multimodal Prompt Tuning for Zero-shot Instruction Learning EMNLP 2024 M3CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought ACL 2024 M3D: MultiModal MultiDocument Fine-Grained Inconsistency Detection EMNLP 2024 Magic Tokens: Select Diverse Tokens for Multi-modal Object Re-Identification CVPR 2024 MambaTree: Tree Topology is All You Need in State Space Model NeurIPS 2024 MasonPerplexity at ClimateActivism 2024: Integrating Advanced Ensemble Techniques and Data Augmentation for Climate Activism Stance and Hate Event Identification EACL 2024 MasonPerplexity at Multimodal Hate Speech Event Detection 2024: Hate Speech and Target Detection Using Transformer Ensembles EACL 2024 MDGNN: Multi-Relational Dynamic Graph Neural Network for Comprehensive and Dynamic Stock Investment Prediction AAAI 2024 MEANT: Multimodal Encoder for Antecedent Information EMNLP 2024 MECD: Unlocking Multi-Event Causal Discovery in Video Reasoning NeurIPS 2024 MEEL: Multi-Modal Event Evolution Learning ACL 2024 MemeCLIP: Leveraging CLIP Representations for Multimodal Meme Classification EMNLP 2024 MemeGuard: An LLM and VLM-based Framework for Advancing Content Moderation via Meme Intervention ACL 2024 MemeMQA: Multimodal Question Answering for Memes via Rationale-Based Inferencing ACL 2024 Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences ACL 2024 MESED: A Multi-Modal Entity Set Expansion Dataset with Fine-Grained Semantic Classes and Hard Negative Entities AAAI 2024 Mind's Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models NeurIPS 2024 Minimum Entropy Coupling with Bottleneck NeurIPS 2024 MISTI: Metadata-Informed Scientific Text and Image Representation through Contrastive Learning ACL 2024 MIVC: Multiple Instance Visual Component for Visual-Language Models WACV 2024