MOSI: Multimodal Corpus of Sentiment Intensity and Subjectivity Analysis in Online Opinion Videos

20 June 2016

Amir Zadeh

Rowan Zellers

Eli Pincus

Louis-Philippe Morency

ArXiv PDF HTML

Papers citing "MOSI: Multimodal Corpus of Sentiment Intensity and Subjectivity Analysis in Online Opinion Videos"

49 / 149 papers shown

Title
Exploiting BERT For Multimodal Target Sentiment Classification Through Input Space Translation Zaid Khan Y. Fu 33 131 0 03 Aug 2021
Multimodal Co-learning: Challenges, Applications with Datasets, Recent Advances and Future Directions Anil Rahate Rahee Walambe S. Ramanna K. Kotecha 27 135 0 29 Jul 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 32 159 0 15 Jul 2021
Sequential Late Fusion Technique for Multi-modal Sentiment Analysis Debapriya Banerjee Fotios Lygerakis F. Makedon 26 0 0 22 Jun 2021
Highlight Timestamp Detection Model for Comedy Videos via Multimodal Sentiment Analysis F. Huang 11 0 0 28 May 2021
MUSER: MUltimodal Stress Detection using Emotion Recognition as an Auxiliary Task Yiqun Yao Michalis Papakostas Mihai Burzo M. Abouelenien Rada Mihalcea 34 16 0 17 May 2021
Weakly-supervised Multi-task Learning for Multimodal Affect Recognition Wenliang Dai Samuel Cahyawijaya Yejin Bang Pascale Fung CVBM 33 11 0 23 Apr 2021
Multimodal End-to-End Sparse Model for Emotion Recognition Wenliang Dai Samuel Cahyawijaya Zihan Liu Pascale Fung CVBM 8 79 0 17 Mar 2021
SMIL: Multimodal Learning with Severely Missing Modality Mengmeng Ma Jian Ren Long Zhao Sergey Tulyakov Cathy H. Wu Xi Peng 49 239 0 09 Mar 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 30 84 0 03 Mar 2021
Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis Wenmeng Yu Hua Xu Ziqi Yuan Jiele Wu SSL 52 440 0 09 Feb 2021
The Multimodal Sentiment Analysis in Car Reviews (MuSe-CaR) Dataset: Collection, Insights and Improvements Lukas Stappen Alice Baird Lea Schumann Björn Schuller 42 59 0 15 Jan 2021
Quantum Cognitively Motivated Decision Fusion for Video Sentiment Analysis Dimitris Gkoumas Qiuchi Li Shahram Dehdashti Massimo Melucci Yijun Yu D. Song 36 24 0 12 Jan 2021
MSAF: Multimodal Split Attention Fusion Lang Su Chuqing Hu Guofa Li Dongpu Cao 30 37 0 13 Dec 2020
Analyzing Unaligned Multimodal Sequence via Graph Convolution and Graph Pooling Fusion Sijie Mai Songlong Xing Jiaxuan He Ying Zeng Haifeng Hu GNN 11 21 0 27 Nov 2020
Developing an Effective and Automated Patient Engagement Estimator for Telehealth: A Machine Learning Approach P. Guhan N. Awasthi Andrea K. McDonald K. Bussell Dinesh Manocha G. Reeves Aniket Bera 9 4 0 17 Nov 2020
Modulated Fusion using Transformer for Linguistic-Acoustic Emotion Recognition Jean-Benoit Delbrouck Noé Tits Stéphane Dupont 33 20 0 05 Oct 2020
TransModality: An End2End Fusion Method with Transformer for Multimodal Sentiment Analysis Zilong Wang Zhaohong Wan Xiaojun Wan 21 119 0 07 Sep 2020
Jointly Fine-Tuning "BERT-like" Self Supervised Models to Improve Multimodal Speech Emotion Recognition Shamane Siriwardhana Andrew Reis Rivindu Weerasekera Suranga Nanayakkara 19 112 0 15 Aug 2020
TCGM: An Information-Theoretic Framework for Semi-Supervised Multi-Modality Learning Xinwei Sun Yilun Xu Peng Cao Yuqing Kong Lingjing Hu Shan Zhang Yizhou Wang 11 21 0 14 Jul 2020
Do RNN and LSTM have Long Memory? Jingyu Zhao Feiqing Huang Jia Lv Yanjie Duan Zhen Qin Guodong Li Guangjian Tian 25 141 0 06 Jun 2020
A Multi-modal Approach to Fine-grained Opinion Mining on Video Reviews Edison Marrese-Taylor Cristian Rodriguez-Opazo Jorge A. Balazs Stephen Gould Y. Matsuo 25 3 0 27 May 2020
Team Neuro at SemEval-2020 Task 8: Multi-Modal Fine Grain Emotion Classification of Memes using Multitask Learning Sourya Dipta Das Soumil Mandal 11 3 0 21 May 2020
Gated Mechanism for Attention Based Multimodal Sentiment Analysis Ayush Kumar Jithendra Vepa 44 82 0 21 Feb 2020
Multilogue-Net: A Context Aware RNN for Multi-modal Emotion Detection and Sentiment Analysis in Conversation Aman Shenoy Ashish Sardana 13 103 0 19 Feb 2020
Multimodal Machine Translation through Visuals and Speech U. Sulubacak Ozan Caglayan Stig-Arne Gronroos Aku Rouhe Desmond Elliott Lucia Specia Jörg Tiedemann 49 73 0 28 Nov 2019
Factorized Multimodal Transformer for Multimodal Sequential Learning Amir Zadeh Chengfeng Mao Kelly Shi Yiwei Zhang Paul Pu Liang Soujanya Poria Louis-Philippe Morency 25 43 0 22 Nov 2019
WildMix Dataset and Spectro-Temporal Transformer Model for Monoaural Audio Source Separation Amir Zadeh Tianjun Ma Soujanya Poria Louis-Philippe Morency 11 8 0 21 Nov 2019
Learning Relationships between Text, Audio, and Video via Deep Canonical Correlation for Multimodal Language Analysis Zhongkai Sun P. Sarma W. Sethares Yingyu Liang 13 314 0 13 Nov 2019
The OMG-Empathy Dataset: Evaluating the Impact of Affective Behavior in Storytelling Pablo V. A. Barros Nikhil Churamani Angelica Lim S. Wermter 26 12 0 30 Aug 2019
From the Token to the Review: A Hierarchical Multimodal approach to Opinion Mining Alexandre Garcia Pierre Colombo S. Essid Florence dÁlché-Buc Chloé Clavel 6 21 0 29 Aug 2019
Recent Trends in Deep Learning Based Personality Detection Yash Mehta Navonil Majumder Alexander Gelbukh Erik Cambria 11 259 0 07 Aug 2019
Multi-modal Sentiment Analysis using Deep Canonical Correlation Analysis Zhongkai Sun P. Sarma W. Sethares E. Bucy 24 23 0 15 Jul 2019
Learning Representations from Imperfect Time Series Data via Tensor Rank Regularization Paul Pu Liang Zhun Liu Yao-Hung Hubert Tsai Qibin Zhao Ruslan Salakhutdinov Louis-Philippe Morency AI4TS 30 81 0 01 Jul 2019
Complementary Fusion of Multi-Features and Multi-Modalities in Sentiment Analysis Feiyang Chen Ziqian Luo Yanyan Xu Dengfeng Ke 21 72 0 17 Apr 2019
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
KT-Speech-Crawler: Automatic Dataset Construction for Speech Recognition from YouTube Videos Egor Lakomkin S. Magg C. Weber S. Wermter 13 19 0 01 Mar 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
Modality-based Factorization for Multimodal Fusion Elham J. Barezi Peyman Momeni Pascale Fung 43 36 0 30 Nov 2018
Learning Robust Heterogeneous Signal Features from Parallel Neural Network for Audio Sentiment Analysis Feiyang Chen Ziqian Luo 14 19 0 20 Nov 2018
Efficient Low-rank Multimodal Fusion with Modality-Specific Factors Zhun Liu Ying Shen V. Lakshminarasimhan Paul Pu Liang Amir Zadeh Louis-Philippe Morency 11 632 0 31 May 2018
Multimodal Affective Analysis Using Hierarchical Attention Strategy with Word-Level Alignment Yue Gu Kangning Yang Shiyu Fu Shuhong Chen Xinyu Li I. Marsic 14 122 0 22 May 2018
The OMG-Emotion Behavior Dataset Pablo V. A. Barros Nikhil Churamani Egor Lakomkin Henrique Siqueira A. Sutherland S. Wermter 9 98 0 14 Mar 2018
Multimodal Sentiment Analysis with Word-Level Fusion and Reinforcement Learning Minghai Chen Sen Wang Paul Pu Liang T. Baltrušaitis Amir Zadeh Louis-Philippe Morency 27 278 0 03 Feb 2018
Tensor Fusion Network for Multimodal Sentiment Analysis Amir Zadeh Minghai Chen Soujanya Poria Erik Cambria Louis-Philippe Morency 26 1,198 0 23 Jul 2017
Developing a concept-level knowledge base for sentiment analysis in Singlish Rajiv Bajpai Soujanya Poria Danyun Ho Erik Cambria 24 10 0 14 Jul 2017
Combating Human Trafficking with Deep Multimodal Models Edmund Tong Amir Zadeh Cara Jones Louis-Philippe Morency 18 51 0 08 May 2017
Convolutional Experts Constrained Local Model for Facial Landmark Detection Amir Zadeh Tadas Baltruvsaitis Louis-Philippe Morency CVBM 18 0 0 26 Nov 2016
A Deeper Look into Sarcastic Tweets Using Deep Convolutional Neural Networks Soujanya Poria Erik Cambria Devamanyu Hazarika Prateek Vij 20 352 0 27 Oct 2016