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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

Visual Recipe Flow: A Dataset for Learning Visual State Changes of Objects with Recipe Flows COLING 2022
Evons: A Dataset for Fake and Real News Virality Analysis and Prediction COLING 2022
Analyzing Modality Robustness in Multimodal Sentiment Analysis NAACL 2022
Multimodal Context Carryover EMNLP 2022
KAT: A Knowledge Augmented Transformer for Vision-and-Language NAACL 2022
NTULM: Enriching Social Media Text Representations with Non-Textual Units COLING 2022
Shapes of Emotions: Multimodal Emotion Recognition in Conversations via Emotion Shifts COLING 2022
Multi-modal Contrastive Representation Learning for Entity Alignment COLING 2022
Different Data, Different Modalities! Reinforced Data Splitting for Effective Multimodal Information Extraction from Social Media Posts COLING 2022
SAC: Semantic Attention Composition for Text-Conditioned Image Retrieval WACV 2022
Prompting for Multimodal Hateful Meme Classification EMNLP 2022
On the Effects of Video Grounding on Language Models COLING 2022
Every picture tells a story: Image-grounded controllable stylistic story generation COLING 2022
Beyond Emotion: A Multi-Modal Dataset for Human Desire Understanding NAACL 2022
Multi-VQG: Generating Engaging Questions for Multiple Images EMNLP 2022
Learning To Answer Questions in Dynamic Audio-Visual Scenarios CVPR 2022
Concadia: Towards Image-Based Text Generation with a Purpose EMNLP 2022
Open-domain Video Commentary Generation EMNLP 2022
Cross-modal Transfer Between Vision and Language for Protest Detection EMNLP 2022
Motron: Multimodal Probabilistic Human Motion Forecasting CVPR 2022
VGNMN: Video-grounded Neural Module Networks for Video-Grounded Dialogue Systems NAACL 2022
Dynamic Multistep Reasoning based on Video Scene Graph for Video Question Answering NAACL 2022
COGMEN: COntextualized GNN based Multimodal Emotion recognitioN NAACL 2022
FOAM: A Follower-aware Speaker Model For Vision-and-Language Navigation NAACL 2022
Multilingual and Multimodal Abuse Detection INTERSPEECH 2022