Engaged in research to help improve to boost text sentiment analysis using facial features from video using machine learning.
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Updated
Jan 12, 2018 - Jupyter Notebook
Engaged in research to help improve to boost text sentiment analysis using facial features from video using machine learning.
visual and textual multimodal sentiment analysis, based on pytorch.
DeepCU: Integrating Both Common and Unique Latent Information for Multimodal Sentiment Analysis, IJCAI-19
Multimodal Sentiment Analysis of video reviews on social media platform, using a supervised fuzzy rule-based system.
CM-BERT: Cross-Modal BERT for Text-Audio Sentiment Analysis(MM2020)
Offical implementation of paper "MSAF: Multimodal Split Attention Fusion"
Multimodal emotion recognition on two benchmark datasets RAVDESS and SAVEE from audio-visual information using CNN(Convolutional Neural Networks)
The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.
Bimodal and Unimodal Sentiment Analysis of Internet Memes (Image+Text)
This paper list is about multimodal sentiment analysis.
This repository contains the code for submission made at SemEval 2022 Task 5: MAMI
A survey of deep multimodal emotion recognition.
Code and Data for the ACL22 main conference paper "MSCTD: A Multimodal Sentiment Chat Translation Dataset"
This repository contains the code for the paper "Sentiment-driven statistical causality in multimodal systems", by Ioannis Chalkiadakis, Anna Zaremba, Gareth W. Peters and Michael J. Chantler.
多模态情感分析——基于BERT+ResNet的多种融合方法
An official implementation for " UniVL: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation"
Code and Splits for the paper "A Fair and Comprehensive Comparison of Multimodal Tweet Sentiment Analysis Methods", In Proceedings of the 2021 Workshop on Multi-Modal Pre-Training for Multimedia Understanding (MMPT ’21), August 21, 2021,Taipei, Taiwan
NAACL 2022 paper on Analyzing Modality Robustness in Multimodal Sentiment Analysis
A Tool for extracting multimodal features from videos.
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