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multimodal learning

4622 papers

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Also known as

VLM VLLM MM VLA MLLMS MLM MML MULLM LMM MLLM MMT

Co-occurring keywords

large language model (12755) vision-language model (2235) visual question answering (1000) video understanding (1647) multi-modal learning (1276) contrastive learning (3979) representation learning (6174) transfer learning (5442) zero-shot learning (3637) vision language model (752)

Papers

DD-TIG at SemEval-2022 Task 5: Investigating the Relationships Between Multimodal and Unimodal Information in Misogynous Memes Detection and Classification SEMEVAL 2022
LastResort at SemEval-2022 Task 5: Towards Misogyny Identification using Visual Linguistic Model Ensembles And Task-Specific Pretraining SEMEVAL 2022
RubCSG at SemEval-2022 Task 5: Ensemble learning for identifying misogynous MEMEs SEMEVAL 2022
UniBO at SemEval-2022 Task 5: A Multimodal bi-Transformer Approach to the Binary and Fine-grained Identification of Misogyny in Memes SEMEVAL 2022
IIITH at SemEval-2022 Task 5: A comparative study of deep learning models for identifying misogynous memes SEMEVAL 2022
INF-UFRGS at SemEval-2022 Task 5: analyzing the performance of multimodal models SEMEVAL 2022
UMUTeam at SemEval-2022 Task 5: Combining image and textual embeddings for multi-modal automatic misogyny identification SEMEVAL 2022
YNU-HPCC at SemEval-2022 Task 5: Multi-Modal and Multi-label Emotion Classification Based on LXMERT SEMEVAL 2022
YNU-HPCC at SemEval-2021 Task 6: Combining ALBERT and Text-CNN for Persuasion Detection in Texts and Images IJCNLP 2021
Multimodal Speech Summarization Through Semantic Concept Learning INTERSPEECH 2021
MUSER: MUltimodal Stress detection using Emotion Recognition as an Auxiliary Task NAACL 2021
Multimodal End-to-End Sparse Model for Emotion Recognition NAACL 2021
Evaluating the Acquisition of Semantic Knowledge from Cross-situational Learning in Artificial Neural Networks NAACL 2021
VQA-MHUG: A Gaze Dataset to Study Multimodal Neural Attention in Visual Question Answering EMNLP 2021
Does Vision-and-Language Pretraining Improve Lexical Grounding? EMNLP 2021
MSD: Saliency-aware Knowledge Distillation for Multimodal Understanding EMNLP 2021
MURAL: Multimodal, Multitask Representations Across Languages EMNLP 2021
COSMic: A Coherence-Aware Generation Metric for Image Descriptions EMNLP 2021
Visual Cues and Error Correction for Translation Robustness EMNLP 2021
Data Efficient Masked Language Modeling for Vision and Language EMNLP 2021
Multi-perspective Coherent Reasoning for Helpfulness Prediction of Multimodal Reviews ACL 2021
SemEval-2021 Task 6: Detection of Persuasion Techniques in Texts and Images ACL 2021
Missing Modality Imagination Network for Emotion Recognition with Uncertain Missing Modalities ACL 2021
Multimodal Multi-Speaker Merger & Acquisition Financial Modeling: A New Task, Dataset, and Neural Baselines ACL 2021
In Factuality: Efficient Integration of Relevant Facts for Visual Question Answering ACL 2021