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Multimodal Learning

85 papers

Papers per year

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37

Papers

YYama@Multimodal Hate Speech Event Detection 2024: Simpler Prompts, Better Results - Enhancing Zero-shot Detection with a Large Multimodal Model EACL 2024
CLTL@Multimodal Hate Speech Event Detection 2024: The Winning Approach to Detecting Multimodal Hate Speech and Its Targets EACL 2024
Quantifying & Modeling Multimodal Interactions: An Information Decomposition Framework NIPS 2023
TOT：Topology-Aware Optimal Transport for Multimodal Hate Detection AAAI 2023
Putting Natural in Natural Language Processing ACL 2023
Improving Grammatical Error Correction with Multimodal Feature Integration ACL 2023
Beneath the Surface: Unveiling Harmful Memes with Multimodal Reasoning Distilled from Large Language Models EMNLP 2023
Incorporating Probing Signals into Multimodal Machine Translation via Visual Question-Answering Pairs EMNLP 2023
GrowCLIP: Data-Aware Automatic Model Growing for Large-scale Contrastive Language-Image Pre-Training ICCV 2023
Human-Centred Multimodal Deep Learning Models for Chest X-Ray Diagnosis IJCAI 2023
Segmental SpeechCLIP: Utilizing Pretrained Image-text Models for Audio-Visual Learning INTERSPEECH 2023
MMER: Multimodal Multi-task Learning for Speech Emotion Recognition INTERSPEECH 2023
A Multimodal Investigation of Speech, Text, Cognitive and Facial Video Features for Characterizing Depression With and Without Medication INTERSPEECH 2023
Dual Memory Fusion for Multimodal Speech Emotion Recognition INTERSPEECH 2023
Missing Modality meets Meta Sampling (M3S): An Efficient Universal Approach for Multimodal Sentiment Analysis with Missing Modality AACL 2022
Leveraging Unimodal Self-Supervised Learning for Multimodal Audio-Visual Speech Recognition ACL 2022
X-Pool: Cross-Modal Language-Video Attention for Text-Video Retrieval CVPR 2022
Prompting for Multimodal Hateful Meme Classification EMNLP 2022
Why is Winoground Hard? Investigating Failures in Visuolinguistic Compositionality EMNLP 2022
TRIPS: Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection EMNLP 2022
Self-supervised Cross-modal Pretraining for Speech Emotion Recognition and Sentiment Analysis EMNLP 2022
Multimodal Conversation Modelling for Topic Derailment Detection EMNLP 2022
Learning Language and Multimodal Privacy-Preserving Markers of Mood from Mobile Data ACL 2021
Look Before You Speak: Visually Contextualized Utterances CVPR 2021
Investigating Negation in Pre-trained Vision-and-language Models EMNLP 2021