Multimodal Learning

When and How to Augment Your Input: Question Routing Helps Balance the Accuracy and Efficiency of Large Language Models NAACL 2025 Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation EMNLP 2025 Zero-shot Multimodal Document Retrieval via Cross-modal Question Generation EMNLP 2025 3DBench: A Scalable 3D Benchmark and Instruction-Tuning Dataset IJCAI 2024 Accelerating Pre-training of Multimodal LLMs via Chain-of-Sight NeurIPS 2024 AccentFold: A Journey through African Accents for Zero-Shot ASR Adaptation to Target Accents EACL 2024 Accept the Modality Gap: An Exploration in the Hyperbolic Space CVPR 2024 A Cross-Attention Layer coupled with Multimodal Fusion Methods for Recognizing Depression from Spontaneous Speech Interspeech 2024 ActionIE: Action Extraction from Scientific Literature with Programming Languages ACL 2024 Active Deep Multi-view Clustering IJCAI 2024 Adaptive Image Quality Assessment via Teaching Large Multimodal Model to Compare NeurIPS 2024 Addressing Asynchronicity in Clinical Multimodal Fusion via Individualized Chest X-ray Generation NeurIPS 2024 AFBench: A Large-scale Benchmark for Airfoil Design NeurIPS 2024 AFL-Net: Integrating Audio, Facial, and Lip Modalities with a Two-step Cross-attention for Robust Speaker Diarization in the Wild Interspeech 2024 A Hierarchical Network for Multimodal Document-Level Relation Extraction AAAI 2024 Aligning Vision Models with Human Aesthetics in Retrieval: Benchmarks and Algorithms NeurIPS 2024 AlignMiF: Geometry-Aligned Multimodal Implicit Field for LiDAR-Camera Joint Synthesis CVPR 2024 A Mapping on Current Classifying Categories of Emotions Used in Multimodal Models for Emotion Recognition EACL 2024 Analyzing Key Factors Influencing Emotion Prediction Performance of VLLMs in Conversational Contexts EMNLP 2024 An Empirical Study of Multilingual Reasoning Distillation for Question Answering EMNLP 2024 Arrange, Inpaint, and Refine: Steerable Long-term Music Audio Generation and Editing via Content-based Controls IJCAI 2024 ASL STEM Wiki: Dataset and Benchmark for Interpreting STEM Articles EMNLP 2024 Audio-text Retrieval with Transformer-based Hierarchical Alignment and Disentangled Cross-modal Representation Interspeech 2024 A Unified Self-Distillation Framework for Multimodal Sentiment Analysis with Uncertain Missing Modalities AAAI 2024 Benchmarking Cyber Harassment Dialogue Comprehension through Emotion-Informed Manifestations-Determinants Demarcation AAAI 2024