https://github.com/declare-lab/hfusion
Multimodal sentiment analysis using hierarchical fusion with context modeling
https://github.com/declare-lab/hfusion
data-fusion emotion-analysis emotion-detection emotion-recognition fusion multimodal-fusion multimodal-interactions multimodal-sentiment-analysis sentiment-analysis
Last synced: about 1 month ago
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Multimodal sentiment analysis using hierarchical fusion with context modeling
- Host: GitHub
- URL: https://github.com/declare-lab/hfusion
- Owner: declare-lab
- License: mit
- Created: 2018-12-13T09:16:26.000Z (over 6 years ago)
- Default Branch: master
- Last Pushed: 2023-03-14T14:57:25.000Z (about 2 years ago)
- Last Synced: 2025-03-27T18:21:36.985Z (about 2 months ago)
- Topics: data-fusion, emotion-analysis, emotion-detection, emotion-recognition, fusion, multimodal-fusion, multimodal-interactions, multimodal-sentiment-analysis, sentiment-analysis
- Language: Python
- Homepage:
- Size: 1.55 MB
- Stars: 44
- Watchers: 3
- Forks: 22
- Open Issues: 3
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Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# 🔥 🔥 🔥 Notice: This repository will no longer be maintained. Instead, we are are moving all our multimodal works to this new centralized repository: [https://github.com/declare-lab/multimodal-deep-learning](https://github.com/declare-lab/multimodal-deep-learning).
# Hfusion
Codes for the paper ``Multimodal sentiment analysis using hierarchical fusion with context modeling``
# How to run
``python3 hfusion.py``
## Requirements
Keras >= 2.0, Tensorflow >= 1.7, Numpy, Scikit-learn
# Citation
``Majumder, N., Hazarika, D., Gelbukh, A., Cambria, E. and Poria, S., 2018. Multimodal sentiment analysis using hierarchical fusion with context modeling. Knowledge-Based Systems, 161, pp.124-133.``