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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

Bridging Modalities: Enhancing Cross-Modality Hate Speech Detection with Few-Shot In-Context Learning EMNLP 2024
ETDPC: A Multimodality Framework for Classifying Pages in Electronic Theses and Dissertations AAAI 2024
Beyond Grounding: Extracting Fine-Grained Event Hierarchies across Modalities AAAI 2024
Cognitive Insights Across Languages: Enhancing Multimodal Interview Analysis INTERSPEECH 2024
DeSTA: Enhancing Speech Language Models through Descriptive Speech-Text Alignment INTERSPEECH 2024
TIGER: A Unified Generative Model Framework for Multimodal Dialogue Response Generation COLING 2024
LeRet: Language-Empowered Retentive Network for Time Series Forecasting IJCAI 2024
MaViLS, a Benchmark Dataset for Video-to-Slide Alignment, Assessing Baseline Accuracy with a Multimodal Alignment Algorithm Leveraging Speech, OCR, and Visual Features INTERSPEECH 2024
ECIS-VQG: Generation of Entity-centric Information-seeking Questions from Videos EMNLP 2024
MHGRL: An Effective Representation Learning Model for Electronic Health Records COLING 2024
Restoring Ancient Ideograph: A Multimodal Multitask Neural Network Approach COLING 2024
Diff-eRank: A Novel Rank-Based Metric for Evaluating Large Language Models NIPS 2024
LastResort at SemEval-2024 Task 3: Exploring Multimodal Emotion Cause Pair Extraction as Sequence Labelling Task NAACL 2024
Saliency-Aware Interpolative Augmentation for Multimodal Financial Prediction COLING 2024
DanceMVP: Self-Supervised Learning for Multi-Task Primitive-Based Dance Performance Assessment via Transformer Text Prompting AAAI 2024
MFDR: Multiple-stage Fusion and Dynamically Refined Network for Multimodal Emotion Recognition INTERSPEECH 2024
nowhash at SemEval-2024 Task 4: Exploiting Fusion of Transformers for Detecting Persuasion Techniques in Multilingual Memes NAACL 2024
Participant-Pair-Wise Bottleneck Transformer for Engagement Estimation from Video Conversation INTERSPEECH 2024
Multimodal Clickbait Detection by De-confounding Biases Using Causal Representation Inference EMNLP 2024
Next Visit Diagnosis Prediction via Medical Code-Centric Multimodal Contrastive EHR Modelling with Hierarchical Regularisation EACL 2024
Align before Attend: Aligning Visual and Textual Features for Multimodal Hateful Content Detection EACL 2024
A Thesis Proposal ClaimInspector Framework: A Hybrid Approach to Data Annotation using Fact-Checked Claims and LLMs EACL 2024
Unintended Bias Detection and Mitigation in Misogynous Memes EACL 2024
A Multimodal Framework to Detect Target Aware Aggression in Memes EACL 2024
Cross-modal Features Interaction-and-Aggregation Network with Self-consistency Training for Speech Emotion Recognition INTERSPEECH 2024