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Multi-Modal Learning

3194 directly classified papers

Papers per year

Papers

HeterMPC: A Heterogeneous Graph Neural Network for Response Generation in Multi-Party Conversations ACL 2022
Zoom Out and Observe: News Environment Perception for Fake News Detection ACL 2022
Image Retrieval from Contextual Descriptions ACL 2022
Cross-Modal Discrete Representation Learning ACL 2022
Leveraging Visual Knowledge in Language Tasks: An Empirical Study on Intermediate Pre-training for Cross-Modal Knowledge Transfer ACL 2022
GL-CLeF: A Global–Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding ACL 2022
Multi-Modal Sarcasm Detection via Cross-Modal Graph Convolutional Network ACL 2022
Premise-based Multimodal Reasoning: Conditional Inference on Joint Textual and Visual Clues ACL 2022
Multi-Head Modularization to Leverage Generalization Capability in Multi-Modal Networks AAAI 2022
Learning Aligned Cross-Modal Representation for Generalized Zero-Shot Classification AAAI 2022
Zero-Shot Out-of-Distribution Detection Based on the Pre-trained Model CLIP AAAI 2022
Multimodal Adversarially Learned Inference with Factorized Discriminators AAAI 2022
Multi-View Intent Disentangle Graph Networks for Bundle Recommendation AAAI 2022
Video Language Co-Attention with Multimodal Fast-Learning Feature Fusion for VideoQA ACL 2022
When does CLIP generalize better than unimodal models? When judging human-centric concepts ACL 2022
Language-agnostic Semantic Consistent Text-to-Image Generation ACL 2022
Effective combination of pretrained models - KIT@IWSLT2022 ACL 2022
Amazon Alexa AI’s System for IWSLT 2022 Offline Speech Translation Shared Task ACL 2022
Findings of the Shared Task on Multimodal Sentiment Analysis and Troll Meme Classification in Dravidian Languages ACL 2022
How Can Cross-lingual Knowledge Contribute Better to Fine-Grained Entity Typing? ACL 2022
CUET-NLP@DravidianLangTech-ACL2022: Exploiting Textual Features to Classify Sentiment of Multimodal Movie Reviews ACL 2022
CUET-NLP@DravidianLangTech-ACL2022: Investigating Deep Learning Techniques to Detect Multimodal Troll Memes ACL 2022
TeamX@DravidianLangTech-ACL2022: A Comparative Analysis for Troll-Based Meme Classification ACL 2022
Multimodal Knowledge Learning for Named Entity Disambiguation EMNLP 2022
hate-alert@DravidianLangTech-ACL2022: Ensembling Multi-Modalities for Tamil TrollMeme Classification ACL 2022