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

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
ArXivPDFHTML

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

50 / 149 papers shown
Title
TACFN: Transformer-based Adaptive Cross-modal Fusion Network for Multimodal Emotion Recognition
TACFN: Transformer-based Adaptive Cross-modal Fusion Network for Multimodal Emotion Recognition
Feng Liu
Ziwang Fu
Yixuan Wang
Qijian Zheng
40
4
0
10 May 2025
Rethinking Multimodal Sentiment Analysis: A High-Accuracy, Simplified Fusion Architecture
Rethinking Multimodal Sentiment Analysis: A High-Accuracy, Simplified Fusion Architecture
Nischal Mandal
Yang Li
19
0
0
05 May 2025
Multimodal Transformers are Hierarchical Modal-wise Heterogeneous Graphs
Multimodal Transformers are Hierarchical Modal-wise Heterogeneous Graphs
Yijie Jin
Junjie Peng
Xuanchao Lin
Haochen Yuan
Lan Wang
Cangzhi Zheng
37
0
0
02 May 2025
Factor Analysis with Correlated Topic Model for Multi-Modal Data
Factor Analysis with Correlated Topic Model for Multi-Modal Data
Małgorzata Łazęcka
Ewa Szczurek
23
0
0
26 Apr 2025
Can Large Language Models Help Multimodal Language Analysis? MMLA: A Comprehensive Benchmark
Can Large Language Models Help Multimodal Language Analysis? MMLA: A Comprehensive Benchmark
Hanlei Zhang
Zhuohang Li
Yeshuang Zhu
Hua Xu
Peiwu Wang
Haige Zhu
Jie Zhou
Jinchao Zhang
39
0
0
23 Apr 2025
Adaptive Unimodal Regulation for Balanced Multimodal Information Acquisition
Adaptive Unimodal Regulation for Balanced Multimodal Information Acquisition
Chengxiang Huang
Yake Wei
Zequn Yang
D. Hu
47
0
0
24 Mar 2025
Understanding the Emergence of Multimodal Representation Alignment
Understanding the Emergence of Multimodal Representation Alignment
Megan Tjandrasuwita
Chanakya Ekbote
Liu Ziyin
Paul Pu Liang
52
1
0
22 Feb 2025
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations
Soumya Dutta
Sriram Ganapathy
39
2
0
20 Jan 2025
Spatio-Temporal Fuzzy-oriented Multi-Modal Meta-Learning for Fine-grained Emotion Recognition
Spatio-Temporal Fuzzy-oriented Multi-Modal Meta-Learning for Fine-grained Emotion Recognition
Wenwen Qiang
Yuxuan Yang
Jingyao Wang
Changwen Zheng
76
0
0
18 Dec 2024
AlignMamba: Enhancing Multimodal Mamba with Local and Global Cross-modal
  Alignment
AlignMamba: Enhancing Multimodal Mamba with Local and Global Cross-modal Alignment
Yan Li
Yifei Xing
X. Lan
Xuzhao Li
Haifeng Chen
D. Jiang
Mamba
74
0
0
01 Dec 2024
Multimodal Fusion Balancing Through Game-Theoretic Regularization
Multimodal Fusion Balancing Through Game-Theoretic Regularization
Konstantinos Kontras
Thomas Strypsteen
Christos Chatzichristos
Paul P. Liang
Matthew Blaschko
M. D. Vos
36
0
0
11 Nov 2024
MEANT: Multimodal Encoder for Antecedent Information
MEANT: Multimodal Encoder for Antecedent Information
Benjamin Iyoya Irving
Annika Marie Schoene
AIFin
34
0
0
10 Nov 2024
Toward Robust Incomplete Multimodal Sentiment Analysis via Hierarchical
  Representation Learning
Toward Robust Incomplete Multimodal Sentiment Analysis via Hierarchical Representation Learning
M. Li
Dingkang Yang
Y. Liu
Shunli Wang
Jiawei Chen
...
Xiaolu Hou
Mingyang Sun
Ziyun Qian
Dongliang Kou
Li Zhang
37
1
0
05 Nov 2024
Enhancing Multimodal Affective Analysis with Learned Live Comment
  Features
Enhancing Multimodal Affective Analysis with Learned Live Comment Features
Zhaoyuan Deng
Amith Ananthram
Kathleen McKeown
24
0
0
21 Oct 2024
On-the-fly Modulation for Balanced Multimodal Learning
On-the-fly Modulation for Balanced Multimodal Learning
Yake Wei
D. Hu
Henghui Du
Ji-Rong Wen
26
7
0
15 Oct 2024
Learning in Order! A Sequential Strategy to Learn Invariant Features for
  Multimodal Sentiment Analysis
Learning in Order! A Sequential Strategy to Learn Invariant Features for Multimodal Sentiment Analysis
Xianbing Zhao
Lizhen Qu
Tao Feng
Jianfei Cai
Buzhou Tang
53
0
0
05 Sep 2024
GSIFN: A Graph-Structured and Interlaced-Masked Multimodal
  Transformer-based Fusion Network for Multimodal Sentiment Analysis
GSIFN: A Graph-Structured and Interlaced-Masked Multimodal Transformer-based Fusion Network for Multimodal Sentiment Analysis
Yijie Jin
27
0
0
27 Aug 2024
End-to-end Semantic-centric Video-based Multimodal Affective Computing
End-to-end Semantic-centric Video-based Multimodal Affective Computing
Ronghao Lin
Ying Zeng
Sijie Mai
Haifeng Hu
VGen
45
0
0
14 Aug 2024
Cross-Modality Clustering-based Self-Labeling for Multimodal Data
  Classification
Cross-Modality Clustering-based Self-Labeling for Multimodal Data Classification
P. Zyblewski
Leandro L. Minku
19
0
0
05 Aug 2024
Detached and Interactive Multimodal Learning
Detached and Interactive Multimodal Learning
Yunfeng Fan
Wenchao Xu
Yining Qi
Junhong Liu
Song Guo
49
3
0
28 Jul 2024
Diagnosing and Re-learning for Balanced Multimodal Learning
Diagnosing and Re-learning for Balanced Multimodal Learning
Yake Wei
Siwei Li
Ruoxuan Feng
Di Hu
33
3
0
12 Jul 2024
Large Language Models Meet Text-Centric Multimodal Sentiment Analysis: A
  Survey
Large Language Models Meet Text-Centric Multimodal Sentiment Analysis: A Survey
Hao Yang
Yanyan Zhao
Yang Wu
Shilong Wang
Tian Zheng
Hongbo Zhang
Zongyang Ma
Wanxiang Che
Bing Qin
42
8
0
12 Jun 2024
MMPareto: Boosting Multimodal Learning with Innocent Unimodal Assistance
MMPareto: Boosting Multimodal Learning with Innocent Unimodal Assistance
Yake Wei
Di Hu
34
13
0
28 May 2024
Unsupervised Multimodal Clustering for Semantics Discovery in Multimodal
  Utterances
Unsupervised Multimodal Clustering for Semantics Discovery in Multimodal Utterances
Hanlei Zhang
Hua Xu
Fei Long
Xin Wang
Kai Gao
49
3
0
21 May 2024
ReconBoost: Boosting Can Achieve Modality Reconcilement
ReconBoost: Boosting Can Achieve Modality Reconcilement
Cong Hua
Qianqian Xu
Shilong Bao
Zhiyong Yang
Qingming Huang
43
10
0
15 May 2024
Interpretable Tensor Fusion
Interpretable Tensor Fusion
Saurabh Varshneya
Antoine Ledent
Philipp Liznerski
Andriy Balinskyy
Purvanshi Mehta
Waleed Mustafa
Marius Kloft
21
1
0
07 May 2024
New Benchmark Dataset and Fine-Grained Cross-Modal Fusion Framework for
  Vietnamese Multimodal Aspect-Category Sentiment Analysis
New Benchmark Dataset and Fine-Grained Cross-Modal Fusion Framework for Vietnamese Multimodal Aspect-Category Sentiment Analysis
Quy Hoang Nguyen
Minh-Van Truong Nguyen
Kiet Van Nguyen
27
2
0
01 May 2024
Correlation-Decoupled Knowledge Distillation for Multimodal Sentiment
  Analysis with Incomplete Modalities
Correlation-Decoupled Knowledge Distillation for Multimodal Sentiment Analysis with Incomplete Modalities
Mingcheng Li
Dingkang Yang
Xiao Zhao
Shuai Wang
Yan Wang
Kun Yang
Mingyang Sun
Dongliang Kou
Ziyun Qian
Lihua Zhang
46
8
0
25 Apr 2024
Neuro-Inspired Information-Theoretic Hierarchical Perception for
  Multimodal Learning
Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal Learning
Xiongye Xiao
Gengshuo Liu
Gaurav Gupta
De-An Cao
Shixuan Li
Yaxing Li
Tianqing Fang
Mingxi Cheng
Paul Bogdan
35
9
0
15 Apr 2024
Trustworthy Multimodal Fusion for Sentiment Analysis in Ordinal
  Sentiment Space
Trustworthy Multimodal Fusion for Sentiment Analysis in Ordinal Sentiment Space
Zhuyang Xie
Yan Yang
Jie Wang
Xiaorong Liu
Xiaofan Li
37
6
0
13 Apr 2024
TCAN: Text-oriented Cross Attention Network for Multimodal Sentiment Analysis
TCAN: Text-oriented Cross Attention Network for Multimodal Sentiment Analysis
Ming Zhou
Yunfei Feng
Ziqi Zhou
Kai Wang
Tong Wang
Dong-ming Yan
47
0
0
06 Apr 2024
MMCert: Provable Defense against Adversarial Attacks to Multi-modal
  Models
MMCert: Provable Defense against Adversarial Attacks to Multi-modal Models
Yanting Wang
Hongye Fu
Wei Zou
Jinyuan Jia
AAML
23
1
0
28 Mar 2024
N-Modal Contrastive Losses with Applications to Social Media Data in
  Trimodal Space
N-Modal Contrastive Losses with Applications to Social Media Data in Trimodal Space
William Theisen
Walter J. Scheirer
34
1
0
18 Mar 2024
MIntRec2.0: A Large-scale Benchmark Dataset for Multimodal Intent
  Recognition and Out-of-scope Detection in Conversations
MIntRec2.0: A Large-scale Benchmark Dataset for Multimodal Intent Recognition and Out-of-scope Detection in Conversations
Hanlei Zhang
Xin Wang
Hua Xu
Qianrui Zhou
Kai Gao
Jianhua Su
jinyue Zhao
Wenrui Li
Yanting Chen
42
2
0
16 Mar 2024
Towards Multimodal Human Intention Understanding Debiasing via
  Subject-Deconfounding
Towards Multimodal Human Intention Understanding Debiasing via Subject-Deconfounding
Dingkang Yang
Dongling Xiao
Ke Li
Yuzheng Wang
Zhaoyu Chen
Jinjie Wei
Lihua Zhang
32
9
0
08 Mar 2024
JMI at SemEval 2024 Task 3: Two-step approach for multimodal ECAC using
  in-context learning with GPT and instruction-tuned Llama models
JMI at SemEval 2024 Task 3: Two-step approach for multimodal ECAC using in-context learning with GPT and instruction-tuned Llama models
Arefa
Mohammed Abbas Ansari
Chandni Saxena
Tanvir Ahmad
MLLM
34
2
0
05 Mar 2024
Triple Disentangled Representation Learning for Multimodal Affective
  Analysis
Triple Disentangled Representation Learning for Multimodal Affective Analysis
Ying Zhou
Xuefeng Liang
Han Chen
Yin Zhao
Xin Chen
Lida Yu
52
3
0
29 Jan 2024
Toward Robust Multimodal Learning using Multimodal Foundational Models
Toward Robust Multimodal Learning using Multimodal Foundational Models
Xianbing Zhao
Soujanya Poria
Xuejiao Li
Yixin Chen
Buzhou Tang
VLM
37
2
0
20 Jan 2024
emotion2vec: Self-Supervised Pre-Training for Speech Emotion
  Representation
emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation
Ziyang Ma
Zhisheng Zheng
Jiaxin Ye
Jinchao Li
Zhifu Gao
Shiliang Zhang
Xie Chen
MDE
SLR
SSL
25
86
0
23 Dec 2023
Improving Multimodal Sentiment Analysis: Supervised Angular Margin-based
  Contrastive Learning for Enhanced Fusion Representation
Improving Multimodal Sentiment Analysis: Supervised Angular Margin-based Contrastive Learning for Enhanced Fusion Representation
Cong-Duy Nguyen
Thong Nguyen
Duc Anh Vu
Anh Tuan Luu
14
13
0
04 Dec 2023
Self-MI: Efficient Multimodal Fusion via Self-Supervised Multi-Task
  Learning with Auxiliary Mutual Information Maximization
Self-MI: Efficient Multimodal Fusion via Self-Supervised Multi-Task Learning with Auxiliary Mutual Information Maximization
Cam-Van Thi Nguyen
Ngoc-Hoa Thi Nguyen
Duc-Trong Le
Quang-Thuy Ha
SSL
43
0
0
07 Nov 2023
MM-BigBench: Evaluating Multimodal Models on Multimodal Content
  Comprehension Tasks
MM-BigBench: Evaluating Multimodal Models on Multimodal Content Comprehension Tasks
Xiaocui Yang
Wenfang Wu
Shi Feng
Ming Wang
Daling Wang
Yang Li
Qi Sun
Yifei Zhang
Xiaoming Fu
Soujanya Poria
LRM
ELM
27
10
0
13 Oct 2023
RegBN: Batch Normalization of Multimodal Data with Regularization
RegBN: Batch Normalization of Multimodal Data with Regularization
Morteza Ghahremani
Christian Wachinger
28
6
0
01 Oct 2023
Sarcasm in Sight and Sound: Benchmarking and Expansion to Improve
  Multimodal Sarcasm Detection
Sarcasm in Sight and Sound: Benchmarking and Expansion to Improve Multimodal Sarcasm Detection
Swapnil Bhosale
Abhra Chaudhuri
Alex Lee Robert Williams
Divyank Tiwari
Anjan Dutta
Xiatian Zhu
Pushpak Bhattacharyya
Diptesh Kanojia
32
2
0
29 Sep 2023
VideoAdviser: Video Knowledge Distillation for Multimodal Transfer
  Learning
VideoAdviser: Video Knowledge Distillation for Multimodal Transfer Learning
Yanan Wang
Donghuo Zeng
Shinya Wada
Satoshi Kurihara
32
6
0
27 Sep 2023
Neuro-Inspired Hierarchical Multimodal Learning
Xiongye Xiao
Gengshuo Liu
Gaurav Gupta
Benjamin Cho
Shixuan Li
Yaxing Li
Tianqing Fang
M. Erez
Michael Orshansky
29
1
0
27 Sep 2023
Natural Language Supervision for General-Purpose Audio Representations
Natural Language Supervision for General-Purpose Audio Representations
Benjamin Elizalde
Soham Deshmukh
Huaming Wang
AuLLM
AI4TS
24
53
0
11 Sep 2023
UniSA: Unified Generative Framework for Sentiment Analysis
UniSA: Unified Generative Framework for Sentiment Analysis
Zaijing Li
Ting-En Lin
Yuchuan Wu
Meng Liu
Fengxiao Tang
Mingde Zhao
Yongbin Li
29
16
0
04 Sep 2023
Multimodal Multi-loss Fusion Network for Sentiment Analysis
Multimodal Multi-loss Fusion Network for Sentiment Analysis
Zehui Wu
Ziwei Gong
Jaywon Koo
Julia Hirschberg
31
21
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01 Aug 2023
AIDE: A Vision-Driven Multi-View, Multi-Modal, Multi-Tasking Dataset for
  Assistive Driving Perception
AIDE: A Vision-Driven Multi-View, Multi-Modal, Multi-Tasking Dataset for Assistive Driving Perception
Dingkang Yang
Shuai Huang
Zhi Xu
Zhenpeng Li
Shunli Wang
...
Yan Wang
Jing Liu
Pei Zhang
Peng Zhai
Lihua Zhang
15
34
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26 Jul 2023
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