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All Projects → declare-lab → hfusion

declare-lab / hfusion

Licence: MIT license
Multimodal sentiment analysis using hierarchical fusion with context modeling

Programming Languages

python
139335 projects - #7 most used programming language

Labels

sentiment-analysisfusionemotion-analysisemotion-detectionemotion-recognitiondata-fusionmultimodal-interactionsmultimodal-sentiment-analysismultimodal-fusion

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🔥 🔥 🔥 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.

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.

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