Multimodal Sentiment Analysis with Word-Level Fusion and Reinforcement Learning

3 February 2018

Louis-Philippe Morency

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Papers citing "Multimodal Sentiment Analysis with Word-Level Fusion and Reinforcement Learning"

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Title
ArAIEval Shared Task: Propagandistic Techniques Detection in Unimodal and Multimodal Arabic Content Maram Hasanain Md. Arid Hasan Fatema Ahmed Reem Suwaileh Md Rafiul Biswas Wajdi Zaghouani Firoj Alam VLM 29 19 0 05 Jul 2024
TCAN: Text-oriented Cross Attention Network for Multimodal Sentiment Analysis Ming Zhou Yunfei Feng Ziqi Zhou Kai Wang Tong Wang Dong-ming Yan 39 0 0 06 Apr 2024
Modality-Collaborative Transformer with Hybrid Feature Reconstruction for Robust Emotion Recognition Chengxin Chen Pengyuan Zhang 26 5 0 26 Dec 2023
RBA-GCN: Relational Bilevel Aggregation Graph Convolutional Network for Emotion Recognition Lin Yuan Guoheng Huang Fenghuan Li Xiaochen Yuan Chi-Man Pun Guo Zhong 17 11 0 18 Aug 2023
Multimodal Crop Type Classification Fusing Multi-Spectral Satellite Time Series with Farmers Crop Rotations and Local Crop Distribution Valentin Barrière M. Claverie 16 4 0 23 Aug 2022
GraphCFC: A Directed Graph Based Cross-Modal Feature Complementation Approach for Multimodal Conversational Emotion Recognition Jiang Li Xiaoping Wang Guoqing Lv Zhigang Zeng 31 37 0 06 Jul 2022
Relay Variational Inference: A Method for Accelerated Encoderless VI Amir Zadeh Santiago Benoit Louis-Philippe Morency DRL 12 1 0 26 Oct 2021
TEASEL: A Transformer-Based Speech-Prefixed Language Model Mehdi Arjmand M. Dousti H. Moradi 25 18 0 12 Sep 2021
Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis Wei Han Hui Chen Soujanya Poria 19 315 0 01 Sep 2021
Improving Multimodal fusion via Mutual Dependency Maximisation Pierre Colombo E. Chapuis Matthieu Labeau Chloé Clavel 13 29 0 31 Aug 2021
MultiBench: Multiscale Benchmarks for Multimodal Representation Learning Paul Pu Liang Yiwei Lyu Xiang Fan Zetian Wu Yun Cheng ... Peter Wu Michelle A. Lee Yuke Zhu Ruslan Salakhutdinov Louis-Philippe Morency VLM 23 158 0 15 Jul 2021
MMGCN: Multimodal Fusion via Deep Graph Convolution Network for Emotion Recognition in Conversation Jingwen Hu Yuchen Liu Jinming Zhao Qin Jin 29 199 0 14 Jul 2021
Video Sentiment Analysis with Bimodal Information-augmented Multi-Head Attention Ting-Wei Wu Jun-jie Peng Wenqiang Zhang Huiran Zhang Chuan Ma Yansong Huang 22 84 0 03 Mar 2021
A Survey on Deep Reinforcement Learning for Audio-Based Applications S. Latif Heriberto Cuayáhuitl Farrukh Pervez Fahad Shamshad Hafiz Shehbaz Ali Erik Cambria OffRL 39 73 0 01 Jan 2021
Multi-modal Fusion for Single-Stage Continuous Gesture Recognition Harshala Gammulle Simon Denman S. Sridharan Clinton Fookes SLR 16 29 0 10 Nov 2020
MTAG: Modal-Temporal Attention Graph for Unaligned Human Multimodal Language Sequences Jianing Yang Yongxin Wang Ruitao Yi Yuying Zhu Azaan Rehman Amir Zadeh Soujanya Poria Louis-Philippe Morency 26 11 0 22 Oct 2020
Sentiment Analysis Based on Deep Learning: A Comparative Study N. C. Dang M. García F. D. L. Prieta 6 480 0 05 Jun 2020
Multilogue-Net: A Context Aware RNN for Multi-modal Emotion Detection and Sentiment Analysis in Conversation Aman Shenoy Ashish Sardana 6 103 0 19 Feb 2020
UR-FUNNY: A Multimodal Language Dataset for Understanding Humor M. Hasan Wasifur Rahman Amir Zadeh Jianyuan Zhong Md. Iftekhar Tanveer Louis-Philippe Morency Mohammed Ehsan Hoque 16 179 0 14 Apr 2019
Incorporating End-to-End Speech Recognition Models for Sentiment Analysis Egor Lakomkin M. Zamani C. Weber S. Magg S. Wermter 25 21 0 28 Feb 2019
Looking Beyond a Clever Narrative: Visual Context and Attention are Primary Drivers of Affect in Video Advertisements Abhinav Shukla Harish Katti Mohan S. Kankanhalli Subramanian Ramanathan 17 13 0 14 Aug 2018
Multimodal Language Analysis with Recurrent Multistage Fusion Paul Pu Liang Liu Ziyin Amir Zadeh Louis-Philippe Morency 22 198 0 12 Aug 2018
Learning Factorized Multimodal Representations Yao-Hung Hubert Tsai Paul Pu Liang Amir Zadeh Louis-Philippe Morency Ruslan Salakhutdinov DRL 47 402 0 16 Jun 2018
Deep Facial Expression Recognition: A Survey Shan Li Weihong Deng 128 1,279 0 23 Apr 2018
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 264 5,326 0 05 Nov 2016