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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

1213Li at SemEval-2021 Task 6: Detection of Propaganda with Multi-modal Attention and Pre-trained Models IJCNLP 2021
Volta at SemEval-2021 Task 6: Towards Detecting Persuasive Texts and Images using Textual and Multimodal Ensemble IJCNLP 2021
VL-BERT+: Detecting Protected Groups in Hateful Multimodal Memes IJCNLP 2021
CSECU-DSG at SemEval-2021 Task 6: Orchestrating Multimodal Neural Architectures for Identifying Persuasion Techniques in Texts and Images IJCNLP 2021
Multimodal or Text? Retrieval or BERT? Benchmarking Classifiers for the Shared Task on Hateful Memes IJCNLP 2021
E2E-VLP: End-to-End Vision-Language Pre-training Enhanced by Visual Learning IJCNLP 2021
Probing Cross-Modal Representations in Multi-Step Relational Reasoning IJCNLP 2021
Self-Supervised Multimodal Opinion Summarization IJCNLP 2021
Multimodal Multi-Speaker Merger & Acquisition Financial Modeling: A New Task, Dataset, and Neural Baselines IJCNLP 2021
Edited Media Understanding Frames: Reasoning About the Intent and Implications of Visual Misinformation IJCNLP 2021
Text-Free Image-to-Speech Synthesis Using Learned Segmental Units IJCNLP 2021
Attending Self-Attention: A Case Study of Visually Grounded Supervision in Vision-and-Language Transformers IJCNLP 2021
SemEval-2021 Task 6: Detection of Persuasion Techniques in Texts and Images IJCNLP 2021
MultiMET: A Multimodal Dataset for Metaphor Understanding IJCNLP 2021
ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information IJCNLP 2021
AVGZSLNet: Audio-Visual Generalized Zero-Shot Learning by Reconstructing Label Features From Multi-Modal Embeddings WACV 2021
Can images help recognize entities? A study of the role of images for Multimodal NER EMNLP 2021
Capturing Logical Structure of Visually Structured Documents with Multimodal Transition Parser EMNLP 2021
VisualSem: a high-quality knowledge graph for vision and language EMNLP 2021
Coreference by Appearance: Visually Grounded Event Coreference Resolution EMNLP 2021
Enriching Language Models with Visually-grounded Word Vectors and the Lancaster Sensorimotor Norms EMNLP 2021
Dependency Induction Through the Lens of Visual Perception EMNLP 2021
EDEN: Multimodal Synthetic Dataset of Enclosed GarDEN Scenes WACV 2021
Distillation Multiple Choice Learning for Multimodal Action Recognition WACV 2021
Audio- and Gaze-Driven Facial Animation of Codec Avatars WACV 2021