Projects in Awesome Lists tagged with multimodal-sentiment-analysis
A curated list of projects in awesome lists tagged with multimodal-sentiment-analysis .
https://github.com/declare-lab/meld
MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversation
chatbot conversational-ai dialogue dialogue-systems emotion emotion-detection emotion-recognition emotion-recognition-in-conversation multimodal-emotion-recognition multimodal-interactions multimodal-sentiment-analysis personality-profiling personality-traits sentiment-analysis
Last synced: 16 May 2025
https://github.com/declare-lab/MELD
MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversation
chatbot conversational-ai dialogue dialogue-systems emotion emotion-detection emotion-recognition emotion-recognition-in-conversation multimodal-emotion-recognition multimodal-interactions multimodal-sentiment-analysis personality-profiling personality-traits sentiment-analysis
Last synced: 28 Nov 2024
https://github.com/declare-lab/multimodal-deep-learning
This repository contains various models targetting multimodal representation learning, multimodal fusion for downstream tasks such as multimodal sentiment analysis.
multimodal-deep-learning multimodal-interactions multimodal-learning multimodal-sentiment-analysis
Last synced: 20 Feb 2025
https://github.com/microsoft/univl
An official implementation for " UniVL: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation"
alignment caption caption-task coin joint localization msrvtt multimodal-sentiment-analysis multimodality pretrain pretraining retrieval-task segmentation video video-language video-text video-text-retrieval youcookii
Last synced: 05 Apr 2025
https://github.com/declare-lab/multimodal-infomax
This repository contains the official implementation code of the paper Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis, accepted at EMNLP 2021.
multimodal-deep-learning multimodal-fusion multimodal-sentiment-analysis
Last synced: 19 Dec 2024
https://github.com/declare-lab/contextual-utterance-level-multimodal-sentiment-analysis
Context-Dependent Sentiment Analysis in User-Generated Videos
keras lstm lstm-neural-networks multimodal-interactions multimodal-sentiment-analysis sentiment-analysis
Last synced: 14 Apr 2025
https://github.com/shamanez/self-supervised-embedding-fusion-transformer
The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.
bert emotion-recognition multimodal-deep-learning multimodal-emotion-recognition multimodal-sentiment-analysis self-supervised-learning
Last synced: 19 Apr 2025
https://github.com/declare-lab/bbfn
This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment Analysis
huggingface-transformers multimodal-deep-learning multimodal-representation multimodal-sentiment-analysis
Last synced: 14 Apr 2025
https://github.com/declare-lab/hfusion
Multimodal sentiment analysis using hierarchical fusion with context modeling
data-fusion emotion-analysis emotion-detection emotion-recognition fusion multimodal-fusion multimodal-interactions multimodal-sentiment-analysis sentiment-analysis
Last synced: 14 Apr 2025
https://github.com/declare-lab/msa-robustness
NAACL 2022 paper on Analyzing Modality Robustness in Multimodal Sentiment Analysis
multimodal-deep-learning multimodal-sentiment-analysis robustness-analysis
Last synced: 14 Apr 2025
https://github.com/declare-lab/mm-align
[EMNLP 2022] This repository contains the official implementation of the paper "MM-Align: Learning Optimal Transport-based Alignment Dynamics for Fast and Accurate Inference on Missing Modality Sequences"
machine-learning multimodal-deep-learning multimodal-sentiment-analysis natural-language-processing optimal-transport
Last synced: 14 Apr 2025
https://github.com/mongodb-developer/google-cloud-sentiment-chef
Sentiment Analysis, Summarization, Tagging with MongoDB Atlas and Gemini — Google Cloud's AI model
gemini gemini-pro gemini-pro-vision mongodb mongodb-atlas multimodal-sentiment-analysis
Last synced: 07 Apr 2025
https://github.com/ichalkiad/cryptogpcausality
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.
causal-inference causality causality-analysis cryptocurrency cryptocurrency-exchanges gaussian-processes multimodal-learning multimodal-sentiment-analysis natural-language-procressing public-news sentiment-analysis statistical-models text-mining
Last synced: 15 Dec 2024
