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Exploiting BERT For Multimodal Target Sentiment Classification Through
  Input Space Translation
v1v2 (latest)

Exploiting BERT For Multimodal Target Sentiment Classification Through Input Space Translation

3 August 2021
Zaid Khan
Y. Fu
ArXiv (abs)PDFHTMLGithub (40★)

Papers citing "Exploiting BERT For Multimodal Target Sentiment Classification Through Input Space Translation"

35 / 35 papers shown
Robust Multimodal Sentiment Analysis of Image-Text Pairs by Distribution-Based Feature Recovery and Fusion
Robust Multimodal Sentiment Analysis of Image-Text Pairs by Distribution-Based Feature Recovery and FusionACM Multimedia (MM), 2024
Daiqing Wu
Dongbao Yang
Can Ma
Can Ma
371
12
0
24 Nov 2025
GateMABSA: Aspect-Image Gated Fusion for Multimodal Aspect-based Sentiment Analysis
GateMABSA: Aspect-Image Gated Fusion for Multimodal Aspect-based Sentiment Analysis
A. Lawan
Haruna Yunusa
150
0
0
29 Sep 2025
Target-oriented Multimodal Sentiment Classification with Counterfactual-enhanced Debiasing
Target-oriented Multimodal Sentiment Classification with Counterfactual-enhanced Debiasing
Zhiyue Liu
Fanrong Ma
Xin Ling
162
0
0
11 Sep 2025
Enhanced Multimodal Aspect-Based Sentiment Analysis by LLM-Generated Rationales
Enhanced Multimodal Aspect-Based Sentiment Analysis by LLM-Generated RationalesInternational Conference on Neural Information Processing (ICONIP), 2025
Jun Cao
Jiyi Li
Ziwei Yang
Renjie Zhou
459
3
0
20 May 2025
Exploring Cognitive and Aesthetic Causality for Multimodal Aspect-Based Sentiment Analysis
Exploring Cognitive and Aesthetic Causality for Multimodal Aspect-Based Sentiment AnalysisIEEE Transactions on Affective Computing (IEEE Trans. Affective Comput.), 2025
Luwei Xiao
Rui Mao
Shuai Zhao
Qika Lin
Yanhao Jia
Liang He
Xiaoshi Zhong
380
19
0
22 Apr 2025
Dependency Structure Augmented Contextual Scoping Framework for Multimodal Aspect-Based Sentiment Analysis
Dependency Structure Augmented Contextual Scoping Framework for Multimodal Aspect-Based Sentiment Analysis
Hao Liu
Lijun He
Jiaxi Liang
Zhihan Ren
Haixia Bi
Fan Li
190
1
0
15 Apr 2025
A Dual-Module Denoising Approach with Curriculum Learning for Enhancing
  Multimodal Aspect-Based Sentiment Analysis
A Dual-Module Denoising Approach with Curriculum Learning for Enhancing Multimodal Aspect-Based Sentiment AnalysisPacific Asia Conference on Language, Information and Computation (PACLIC), 2024
Nguyen Van Doan
Dat Tran Nguyen
Cam-Van Thi Nguyen
244
2
0
11 Dec 2024
Data Uncertainty-Aware Learning for Multimodal Aspect-based Sentiment
  Analysis
Data Uncertainty-Aware Learning for Multimodal Aspect-based Sentiment Analysis
Hao Yang
Zhenyu Zhang
Yanyan Zhao
Bing Qin
292
0
0
02 Dec 2024
SentiXRL: An advanced large language Model Framework for Multilingual
  Fine-Grained Emotion Classification in Complex Text Environment
SentiXRL: An advanced large language Model Framework for Multilingual Fine-Grained Emotion Classification in Complex Text Environment
Jie Wang
Yichen Wang
Zhilin Zhang
Jianhao Zeng
Kaidi Wang
Zhiyang Chen
344
1
0
27 Nov 2024
Semantic-Aligned Adversarial Evolution Triangle for High-Transferability
  Vision-Language Attack
Semantic-Aligned Adversarial Evolution Triangle for High-Transferability Vision-Language AttackIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Yang Liu
Sensen Gao
Qing Guo
Ke Ma
Yihao Huang
Simeng Qin
Yang Liu
Ivor Tsang Fellow
Xiaochun Cao
AAML
301
16
0
04 Nov 2024
Target-Dependent Multimodal Sentiment Analysis Via Employing Visual-to
  Emotional-Caption Translation Network using Visual-Caption Pairs
Target-Dependent Multimodal Sentiment Analysis Via Employing Visual-to Emotional-Caption Translation Network using Visual-Caption Pairs
Ananya Pandey
Dinesh Kumar Vishwakarma
222
0
0
05 Aug 2024
CorMulT: A Semi-supervised Modality Correlation-aware Multimodal Transformer for Sentiment Analysis
CorMulT: A Semi-supervised Modality Correlation-aware Multimodal Transformer for Sentiment Analysis
Yangmin Li
Ruiqi Zhu
Wengen Li
402
12
0
09 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
411
49
0
12 Jun 2024
Impact of Stickers on Multimodal Sentiment and Intent in Social Media: A New Task, Dataset and Baseline
Impact of Stickers on Multimodal Sentiment and Intent in Social Media: A New Task, Dataset and Baseline
Yuanchen Shi
Biao Ma
Fang Kong
Fang Kong
329
0
0
14 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
305
9
0
01 May 2024
Learning to Rebalance Multi-Modal Optimization by Adaptively Masking
  Subnetworks
Learning to Rebalance Multi-Modal Optimization by Adaptively Masking Subnetworks
Yang Yang
Hongpeng Pan
Qingjun Jiang
Yi Tian Xu
Jinghui Tang
210
24
0
12 Apr 2024
Boosting Transferability in Vision-Language Attacks via Diversification
  along the Intersection Region of Adversarial Trajectory
Boosting Transferability in Vision-Language Attacks via Diversification along the Intersection Region of Adversarial Trajectory
Sensen Gao
Yang Liu
Xuhong Ren
Ivor Tsang
Qing Guo
AAML
405
42
0
19 Mar 2024
WisdoM: Improving Multimodal Sentiment Analysis by Fusing Contextual
  World Knowledge
WisdoM: Improving Multimodal Sentiment Analysis by Fusing Contextual World KnowledgeACM Multimedia (MM), 2024
Wenbin Wang
Liang Ding
Li Shen
Yong Luo
Han Hu
Dacheng Tao
280
43
0
12 Jan 2024
A Novel Energy based Model Mechanism for Multi-modal Aspect-Based
  Sentiment Analysis
A Novel Energy based Model Mechanism for Multi-modal Aspect-Based Sentiment AnalysisAAAI Conference on Artificial Intelligence (AAAI), 2023
Tianshuo Peng
Zuchao Li
Ping Wang
Lefei Zhang
Hai Zhao
219
21
0
13 Dec 2023
M2DF: Multi-grained Multi-curriculum Denoising Framework for Multimodal
  Aspect-based Sentiment Analysis
M2DF: Multi-grained Multi-curriculum Denoising Framework for Multimodal Aspect-based Sentiment AnalysisConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Fei Zhao
Chunhui Li
Zhen Wu
Yawen Ouyang
Jianbing Zhang
Xinyu Dai
235
40
0
23 Oct 2023
RethinkingTMSC: An Empirical Study for Target-Oriented Multimodal
  Sentiment Classification
RethinkingTMSC: An Empirical Study for Target-Oriented Multimodal Sentiment Classification
Junjie Ye
Jie Zhou
Junfeng Tian
Ruizhi Wang
Tao Gui
Tao Gui
Xuanjing Huang
194
5
0
14 Oct 2023
AdvCLIP: Downstream-agnostic Adversarial Examples in Multimodal
  Contrastive Learning
AdvCLIP: Downstream-agnostic Adversarial Examples in Multimodal Contrastive LearningACM Multimedia (ACM MM), 2023
Ziqi Zhou
Shengshan Hu
Minghui Li
Hangtao Zhang
Yechao Zhang
Hai Jin
AAML
379
123
0
14 Aug 2023
Set-level Guidance Attack: Boosting Adversarial Transferability of
  Vision-Language Pre-training Models
Set-level Guidance Attack: Boosting Adversarial Transferability of Vision-Language Pre-training ModelsIEEE International Conference on Computer Vision (ICCV), 2023
Dong Lu
Zhiqiang Wang
Teng Wang
Weili Guan
Hongchang Gao
Feng Zheng
AAML
379
137
0
26 Jul 2023
AoM: Detecting Aspect-oriented Information for Multimodal Aspect-Based
  Sentiment Analysis
AoM: Detecting Aspect-oriented Information for Multimodal Aspect-Based Sentiment AnalysisAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Ru Zhou
Wenya Guo
Xumeng Liu
Shenglong Yu
Ying Zhang
Xiaojie Yuan
226
61
0
31 May 2023
The Emotions of the Crowd: Learning Image Sentiment from Tweets via
  Cross-modal Distillation
The Emotions of the Crowd: Learning Image Sentiment from Tweets via Cross-modal DistillationEuropean Conference on Artificial Intelligence (ECAI), 2023
Alessio Serra
F. Carrara
Maurizio Tesconi
Fabrizio Falchi
213
6
0
28 Apr 2023
Bridging the Emotional Semantic Gap via Multimodal Relevance Estimation
Bridging the Emotional Semantic Gap via Multimodal Relevance Estimation
Chuan Zhang
Daoxin Zhang
Ruixiu Zhang
Jiawei Li
Jianke Zhu
236
1
0
03 Feb 2023
Few-shot Multimodal Sentiment Analysis based on Multimodal Probabilistic
  Fusion Prompts
Few-shot Multimodal Sentiment Analysis based on Multimodal Probabilistic Fusion PromptsACM Multimedia (ACM MM), 2022
Xiaocui Yang
Shi Feng
Daling Wang
Pengfei Hong
Soujanya Poria
197
39
0
12 Nov 2022
Target-oriented Sentiment Classification with Sequential Cross-modal
  Semantic Graph
Target-oriented Sentiment Classification with Sequential Cross-modal Semantic GraphInternational Conference on Artificial Neural Networks (ICANN), 2022
Yufen Huang
Zhuo Chen
Jiaoyan Chen
Jeff Z. Pan
Zhen Yao
Wen Zhang
255
13
0
19 Aug 2022
VAuLT: Augmenting the Vision-and-Language Transformer for Sentiment
  Classification on Social Media
VAuLT: Augmenting the Vision-and-Language Transformer for Sentiment Classification on Social Media
Georgios Chochlakis
Tejas Srinivasan
Jesse Thomason
Shrikanth Narayanan
VLM
298
5
0
18 Aug 2022
Counterfactual Reasoning for Out-of-distribution Multimodal Sentiment
  Analysis
Counterfactual Reasoning for Out-of-distribution Multimodal Sentiment AnalysisACM Multimedia (ACM MM), 2022
Teng Sun
Wenjie Wang
Liqiang Jing
Yiran Cui
Xuemeng Song
Liqiang Nie
OODD
182
56
0
24 Jul 2022
MACSA: A Multimodal Aspect-Category Sentiment Analysis Dataset with
  Multimodal Fine-grained Aligned Annotations
MACSA: A Multimodal Aspect-Category Sentiment Analysis Dataset with Multimodal Fine-grained Aligned Annotations
Hao Yang
Yanyan Zhao
Jianwei Liu
Yang Wu
Bing Qin
180
6
0
28 Jun 2022
Towards Adversarial Attack on Vision-Language Pre-training Models
Towards Adversarial Attack on Vision-Language Pre-training ModelsACM Multimedia (ACM MM), 2022
Jiaming Zhang
Qiaomin Yi
Jitao Sang
VLMAAML
421
175
0
19 Jun 2022
Vision-Language Pre-Training for Multimodal Aspect-Based Sentiment
  Analysis
Vision-Language Pre-Training for Multimodal Aspect-Based Sentiment AnalysisAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Yan Ling
Jianfei Yu
Rui Xia
223
114
0
17 Apr 2022
A Survey on Aspect-Based Sentiment Analysis: Tasks, Methods, and
  Challenges
A Survey on Aspect-Based Sentiment Analysis: Tasks, Methods, and ChallengesIEEE Transactions on Knowledge and Data Engineering (TKDE), 2022
Wenxuan Zhang
Xin Li
Yang Deng
Lidong Bing
W. Lam
399
389
0
02 Mar 2022
A Survey on Multi-modal Summarization
A Survey on Multi-modal Summarization
Anubhav Jangra
Sourajit Mukherjee
Adam Jatowt
S. Saha
M. Hasanuzzaman
263
81
0
11 Sep 2021
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