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"

50 / 149 papers shown

Title
General Debiasing for Multimodal Sentiment Analysis Teng Sun Juntong Ni Wenjie Wang Liqiang Jing Yin-wei Wei Liqiang Nie 32 14 0 20 Jul 2023
Facial Landmark Detection Evaluation on MOBIO Database Na Zhang CVBM 13 0 0 06 Jul 2023
Deep Equilibrium Multimodal Fusion Jinhong Ni Yalong Bai Wei Zhang Ting Yao Tao Mei 28 1 0 29 Jun 2023
MultiZoo & MultiBench: A Standardized Toolkit for Multimodal Deep Learning Paul Pu Liang Yiwei Lyu Xiang Fan Arav Agarwal Yun Cheng Louis-Philippe Morency Ruslan Salakhutdinov VLM 36 6 0 28 Jun 2023
ConKI: Contrastive Knowledge Injection for Multimodal Sentiment Analysis Yu Mingjun Zhao Shiguang Qi Feiran Sun Baoxun Wang Weidong Guo Xiaoli Wang Lei Yang Di Niu 11 10 0 27 Jun 2023
Cross-Language Speech Emotion Recognition Using Multimodal Dual Attention Transformers Syed Muhammad talha Zaidi S. Latif Junaid Qadir 34 8 0 23 Jun 2023
Emotional Speech-Driven Animation with Content-Emotion Disentanglement Radek Danvevcek Kiran Chhatre Shashank Tripathi Yandong Wen Michael J. Black Timo Bolkart 16 66 0 15 Jun 2023
Modality Influence in Multimodal Machine Learning Abdelhamid Haouhat Slimane Bellaouar A. Nehar H. Cherroun 28 2 0 10 Jun 2023
Towards Arabic Multimodal Dataset for Sentiment Analysis Abdelhamid Haouhat Slimane Bellaouar A. Nehar H. Cherroun 11 2 0 10 Jun 2023
Factorized Contrastive Learning: Going Beyond Multi-view Redundancy Paul Pu Liang Zihao Deng Martin Q. Ma James Zou Louis-Philippe Morency Ruslan Salakhutdinov SSL 26 49 0 08 Jun 2023
Multimodal Learning Without Labeled Multimodal Data: Guarantees and Applications Paul Pu Liang Chun Kai Ling Yun Cheng A. Obolenskiy Yudong Liu Rohan Pandey Alex Wilf Louis-Philippe Morency Ruslan Salakhutdinov OffRL 28 11 0 07 Jun 2023
Denoising Bottleneck with Mutual Information Maximization for Video Multimodal Fusion Shao-Yu Wu Damai Dai Ziwei Qin Tianyu Liu Binghuai Lin Yunbo Cao Zhifang Sui 31 6 0 24 May 2023
Pengi: An Audio Language Model for Audio Tasks Soham Deshmukh Benjamin Elizalde Rita Singh Huaming Wang MLLM AuLLM 36 158 0 19 May 2023
Speech-Text Dialog Pre-training for Spoken Dialog Understanding with Explicit Cross-Modal Alignment Tianshu Yu Haoyu Gao Ting-En Lin Min Yang Yuchuan Wu Wen-Cheng Ma Chao Wang Fei Huang Yongbin Li 19 18 0 19 May 2023
Shared and Private Information Learning in Multimodal Sentiment Analysis with Deep Modal Alignment and Self-supervised Multi-Task Learning Songning Lai Jiakang Li Guinan Guo Xifeng Hu Yulong Li ... Yutong Liu Zhaoxia Ren Chun Wan Danmin Miao Zhi Liu SSL 36 9 0 15 May 2023
Multimodal Sentiment Analysis: A Survey Songning Lai Xifeng Hu Hao Xu Zhaoxia Ren Zhi Liu 39 31 0 12 May 2023
Interpretable multimodal sentiment analysis based on textual modality descriptions by using large-scale language models Sixia Li S. Okada 32 3 0 07 May 2023
SGED: A Benchmark dataset for Performance Evaluation of Spiking Gesture Emotion Recognition Binqiang Wang Gang Dong Yaqian Zhao Rengang Li Lu Cao Lihua Lu 11 0 0 28 Apr 2023
HCAM -- Hierarchical Cross Attention Model for Multi-modal Emotion Recognition Soumya Dutta Sriram Ganapathy 24 15 0 14 Apr 2023
MELTR: Meta Loss Transformer for Learning to Fine-tune Video Foundation Models Dohwan Ko Joon-Young Choi Hyeong Kyu Choi Kyoung-Woon On Byungseok Roh Hyunwoo J. Kim 52 19 0 23 Mar 2023
Bridging the Emotional Semantic Gap via Multimodal Relevance Estimation Chuan Zhang Daoxin Zhang Ruixiu Zhang Jiawei Li Jianke Zhu 33 1 0 03 Feb 2023
Multimodality Representation Learning: A Survey on Evolution, Pretraining and Its Applications Muhammad Arslan Manzoor S. Albarri Ziting Xian Zaiqiao Meng Preslav Nakov Shangsong Liang AI4TS 31 26 0 01 Feb 2023
Multimodal Query-guided Object Localization Aditay Tripathi Rajath R Dani Anand Mishra Anirban Chakraborty 24 0 0 01 Dec 2022
Multimodal Learning for Multi-Omics: A Survey Sina Tabakhi M. N. I. Suvon Pegah Ahadian Haiping Lu 17 9 0 29 Nov 2022
Multimodal Information Bottleneck: Learning Minimal Sufficient Unimodal and Multimodal Representations Sijie Mai Ying Zeng Haifeng Hu 37 67 0 31 Oct 2022
Improving the Modality Representation with Multi-View Contrastive Learning for Multimodal Sentiment Analysis Peipei Liu Xin Zheng Hong Li Jie Liu Yimo Ren Hongsong Zhu Limin Sun AI4TS 16 3 0 28 Oct 2022
Multimodal Contrastive Learning via Uni-Modal Coding and Cross-Modal Prediction for Multimodal Sentiment Analysis Ronghao Lin Haifeng Hu SSL 23 15 0 26 Oct 2022
Greedy Modality Selection via Approximate Submodular Maximization Runxiang Cheng Gargi Balasubramaniam Yifei He Yao-Hung Hubert Tsai Han Zhao 19 1 0 22 Oct 2022
Towards Multimodal Prediction of Spontaneous Humour: A Novel Dataset and First Results Lukas Christ Shahin Amiriparian Alexander Kathan Niklas Muller Andreas Konig Björn W. Schuller 31 4 0 28 Sep 2022
Hybrid Multimodal Fusion for Humor Detection Hao Xu Weifeng Liu Jingwei Liu Mingzheng Li Yu Feng Yasi Peng Yunwei Shi Xiao Sun Meng Wang 32 20 0 24 Sep 2022
FV2ES: A Fully End2End Multimodal System for Fast Yet Effective Video Emotion Recognition Inference Qinglan Wei Xu-Juan Huang Yuan Zhang 21 14 0 21 Sep 2022
MIntRec: A New Dataset for Multimodal Intent Recognition Hanlei Zhang Huanlin Xu Xin Eric Wang Qianrui Zhou Shaojie Zhao Jiayan Teng 41 39 0 09 Sep 2022
Foundations and Trends in Multimodal Machine Learning: Principles, Challenges, and Open Questions Paul Pu Liang Amir Zadeh Louis-Philippe Morency 18 60 0 07 Sep 2022
Counterfactual Reasoning for Out-of-distribution Multimodal Sentiment Analysis Teng Sun Wenjie Wang Liqiang Jing Yiran Cui Xuemeng Song Liqiang Nie OODD 24 35 0 24 Jul 2022
Defending Multimodal Fusion Models against Single-Source Adversaries Karren D. Yang Wan-Yi Lin M. Barman Filipe Condessa Zico Kolter AAML 18 30 0 25 Jun 2022
Low Resource Pipeline for Spoken Language Understanding via Weak Supervision Ayush Kumar R. Tripathi Jithendra Vepa 14 1 0 21 Jun 2022
Brainish: Formalizing A Multimodal Language for Intelligence and Consciousness Paul Pu Liang 24 4 0 14 Apr 2022
Sentiment Word Aware Multimodal Refinement for Multimodal Sentiment Analysis with ASR Errors Yang Wu Yanyan Zhao Hao Yang Songmin Chen Bing Qin Xiaohuan Cao Wenting Zhao 23 20 0 01 Mar 2022
Multi-channel Attentive Graph Convolutional Network With Sentiment Fusion For Multimodal Sentiment Analysis Luwei Xiao Xingjiao Wu Wen Wu Jing Yang Liangbo He 21 15 0 25 Jan 2022
Survey of Generative Methods for Social Media Analysis Stan Matwin Aristides Milios P. Prałat Amílcar Soares Franccois Théberge 27 3 0 13 Dec 2021
LMR-CBT: Learning Modality-fused Representations with CB-Transformer for Multimodal Emotion Recognition from Unaligned Multimodal Sequences Ziwang Fu Feng Liu Hanyang Wang Siyuan Shen Jiahao Zhang Jiayin Qi Xiangling Fu Aimin Zhou 34 9 0 03 Dec 2021
Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions Huan Ma Zongbo Han Changqing Zhang Huazhu Fu Qiufeng Wang Q. Hu EDL UQCV 74 42 0 11 Nov 2021
Multimodal End-to-End Group Emotion Recognition using Cross-Modal Attention Lev Evtodienko 11 5 0 10 Nov 2021
Which is Making the Contribution: Modulating Unimodal and Cross-modal Dynamics for Multimodal Sentiment Analysis Ying Zeng Sijie Mai Haifeng Hu 24 19 0 10 Nov 2021
Towards Language-guided Visual Recognition via Dynamic Convolutions Gen Luo Yiyi Zhou Xiaoshuai Sun Yongjian Wu Yue Gao Rongrong Ji ObjD 33 19 0 17 Oct 2021
DeToxy: A Large-Scale Multimodal Dataset for Toxicity Classification in Spoken Utterances Sreyan Ghosh Samden Lepcha S. Sakshi R. Shah S. Umesh 21 14 0 14 Oct 2021
A Multimodal Sentiment Dataset for Video Recommendation Hongxuan Tang Hao Liu Xinyan Xiao Hua-Hong Wu VGen 13 2 0 17 Sep 2021
TEASEL: A Transformer-Based Speech-Prefixed Language Model Mehdi Arjmand M. Dousti H. Moradi 33 18 0 12 Sep 2021
Hybrid Contrastive Learning of Tri-Modal Representation for Multimodal Sentiment Analysis Sijie Mai Ying Zeng Shuangjia Zheng Haifeng Hu 21 116 0 04 Sep 2021
Graph Capsule Aggregation for Unaligned Multimodal Sequences Jianfeng Wu Sijie Mai Haifeng Hu 21 32 0 17 Aug 2021