A graph convolution-based heterogeneous fusion network for multimodal sentiment analysis

Author:

Zhao Tong,Peng JunjieORCID,Huang Yansong,Wang Lan,Zhang Huiran,Cai Zesu

Funder

the Open Project Program of Shanghai Key Laboratory of Data Science

Shanghai Engineering Research Center of Intelligent Computing System

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence

Reference30 articles.

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2. Liu Z, Shen Y, Lakshminarasimhan VB, Liang PP, Zadeh A, Morency L (2018) Efficient low-rank multimodal fusion with modality-specific factors. In: Gurevych I, Miyao Y (eds) Proceedings of the 56th annual meeting of the association for computational linguistics, ACL 2018, Melbourne, Australia, July 15-20, 2018, vol 1: Long papers, pp 2247–2256. https://doi.org/10.18653/v1/P18-1209

3. Vaswani A, Shazeer N, Parmar N, Uszkoreit J, Jones L, Gomez AN, Kaiser L, Polosukhin I (2017) Attention is all you need. In: Advances in neural information processing systems 30: annual conference on neural information processing systems 2017, December 4-9, 2017, Long Beach, CA, USA, pp 5998–6008. https://proceedings.neurips.cc/paper/2017/hash/3f5ee243547dee91fbd053c1c4a845aa-Abstract.html

4. Wang Y, Shen Y, Liu Z, Liang PP, Zadeh A, Morency L (2019) Words can shift: dynamically adjusting word representations using nonverbal behaviors. In: The thirty-third AAAI conference on artificial intelligence, AAAI 2019, the thirty-first innovative applications of artificial intelligence conference, IAAI 2019, the ninth AAAI symposium on educational advances in artificial intelligence, EAAI 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019. AAAI Press, pp 7216–7223. https://doi.org/10.1609/aaai.v33i01.33017216

5. Akhtar MS, Chauhan DS, Ghosal D, Poria S, Ekbal A, Bhattacharyya P (2019) Multi-task learning for multi-modal emotion recognition and sentiment analysis. In: Burstein J, Doran C, Solorio T (eds) Proceedings of the 2019 conference of the North American chapter of the association for computational linguistics: human language technologies, NAACL-HLT 2019, Minneapolis, MN, USA, June 2-7, 2019, vol 1 (Long and Short Papers). Association for computational linguistics, pp 370–379. https://doi.org/10.18653/v1/n19-1034

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