Hybrid Multimodal Fusion for Humor Detection

Author:

Xu Haojie1,Liu Weifeng1,Liu Jiangwei1,Li Mingzheng2,Feng Yu3,Peng Yasi3,Shi Yunwei1,Sun Xiao4,Wang Meng5

Affiliation:

1. AHU-IAI AI Joint Laboratory, Anhui University & Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, Hefei , China

2. University of Science and Technology of China & Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, Hefei , China

3. School of Biomedical Engineering, Anhui Medical University & Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, Hefei , China

4. Hefei University of Technology & ZhongJuYuan Intelligent Technology Co., Ltd, Hefei , China

5. Hefei University of Technology & Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, Hefei , China

Publisher

ACM

Reference45 articles.

1. Malak Abdullah , Mirsad Hadzikadic , and Samira Shaikh . 2018 . SEDAT: Sentiment and Emotion Detection in Arabic Text Using CNN-LSTM Deep Learning. In 17th IEEE International Conference on Machine Learning and Applications, ICMLA 2018 , Orlando, FL, USA, December 17--20 , 2018, M. Arif Wani, Mehmed M. Kantardzic, Moamar Sayed Mouchaweh, João Gama, and Edwin Lughofer (Eds.). IEEE, 835-- 840. https://doi.org/10.1109/ICMLA.2018.00134 10.1109/ICMLA.2018.00134 Malak Abdullah, Mirsad Hadzikadic, and Samira Shaikh. 2018. SEDAT: Sentiment and Emotion Detection in Arabic Text Using CNN-LSTM Deep Learning. In 17th IEEE International Conference on Machine Learning and Applications, ICMLA 2018, Orlando, FL, USA, December 17--20, 2018, M. Arif Wani, Mehmed M. Kantardzic, Moamar Sayed Mouchaweh, João Gama, and Edwin Lughofer (Eds.). IEEE, 835-- 840. https://doi.org/10.1109/ICMLA.2018.00134

2. MuSe 2022 Challenge

3. Shahin Amiriparian Maurice Gerczuk Sandra Ottl Nicholas Cummins Michael Freitag Sergey Pugachevskiy Alice Baird and Björn Schuller. 2017. Snore sound classification using image-based deep spectrum features. (2017). Shahin Amiriparian Maurice Gerczuk Sandra Ottl Nicholas Cummins Michael Freitag Sergey Pugachevskiy Alice Baird and Björn Schuller. 2017. Snore sound classification using image-based deep spectrum features. (2017).

4. Issa Annamoradnejad and Gohar Zoghi . 2020 . Colbert: Using bert sentence embedding for humor detection. arXiv preprint arXiv:2004.12765 (2020). Issa Annamoradnejad and Gohar Zoghi. 2020. Colbert: Using bert sentence embedding for humor detection. arXiv preprint arXiv:2004.12765 (2020).

5. OpenFace: An open source facial behavior analysis toolkit

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1. QuMIN: quantum multi-modal data fusion for humor detection;Multimedia Tools and Applications;2024-07-12

2. HumourHindiNet: Humour detection in Hindi web series using word embedding and convolutional neural network;ACM Transactions on Asian and Low-Resource Language Information Processing;2024-06-26

3. From Generalized Laughter to Personalized Chuckles: Unleashing the Power of Data Fusion in Subjective Humor Detection;2023 IEEE International Conference on Data Mining Workshops (ICDMW);2023-12-04

4. The MuSe 2023 Multimodal Sentiment Analysis Challenge: Mimicked Emotions, Cross-Cultural Humour, and Personalisation;Proceedings of the 4th on Multimodal Sentiment Analysis Challenge and Workshop: Mimicked Emotions, Humour and Personalisation;2023-10-29

5. JTMA: Joint Multimodal Feature Fusion and Temporal Multi-head Attention for Humor Detection;Proceedings of the 4th on Multimodal Sentiment Analysis Challenge and Workshop: Mimicked Emotions, Humour and Personalisation;2023-10-29

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