Leaderboards/Sentiment Analysis and Opinion Mining

Sentiment Analysis and Opinion Mining

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Mayur Wankhade
Indian Institute of Technology Dhanbad
2
Efthymios Kouloumpis
Unknown
3
Kian Long Tan
Multimedia University
4
Wenmeng Yu
Tsinghua University
5
Dou Hu
The University of Tokyo
6
Weizhou Shen
Sun Yat-sen University
7
Wenxuan Zhang
Singapore University of Technology and Design
8
Guendalina Caldarini
University of Sunderland
9
Dingkang Yang
Fudan University
10
Zhijiang Guo
Chinese Academy of Medical Sciences & Peking Union Medical College

Rising Stars Papers

1
Robust Emotion Recognition in Context Debiasing
Unknown Journal|2024
25 cit.
2
A survey on aspect base sentiment analysis methods and challenges
Applied Soft Computing|2024
23 cit.
3
Towards Context-Aware Emotion Recognition Debiasing From a Causal Demystification Perspective via De-Confounded Training
IEEE Transactions on Pattern Analysis and Machine Intelligence|2024
13 cit.
4
HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning
Unknown Journal|2024
12 cit.
5
Asynchronous Multimodal Video Sequence Fusion via Learning Modality-Exclusive and -Agnostic Representations
IEEE Transactions on Circuits and Systems for Video Technology|2024
11 cit.
6
MedAide: Information fusion and anatomy of medical intents via LLM-based agent collaboration
Information Fusion|2025
9 cit.
7
Towards Asynchronous Multimodal Signal Interaction and Fusion via Tailored Transformers
IEEE Signal Processing Letters|2024
7 cit.
8
Structured Probabilistic Coding
Proceedings of the AAAI Conference on Artificial Intelligence|2024
5 cit.
9
Improving Factuality in Large Language Models via Decoding-Time Hallucinatory and Truthful Comparators
Proceedings of the AAAI Conference on Artificial Intelligence|2025
5 cit.
10
Evaluating Robustness of Generative Search Engine on Adversarial Factoid Questions
Unknown Journal|2024
2 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Liang Zhao
Ningbo University of Technology
2
Essa Alhazmi
Jazan University
3
Chaitanya Kulkarni
University of Maryland, College Park
4
Ray Kurzweil
Unknown
5
Jiabao Guo
Anhui University
6
Liang Yang
Guizhou Institute of Technology
7
Hoimonty Mazumder
University of North Carolina at Chapel Hill
8
Puneet Agrawal
Microsoft (India)
9
Jiele Wu
Tsinghua University
10
Jianfei Yu
Nanjing University of Science and Technology

Emerging Leaders Papers

1
A survey on sentiment analysis methods, applications, and challenges
Artificial Intelligence Review|2022
1.4k cit.
2
Cross-Modal Multitask Transformer for End-to-End Multimodal Aspect-Based Sentiment Analysis
Information Processing & Management|2022
130 cit.
3
Hierarchical Interactive Multimodal Transformer for Aspect-Based Multimodal Sentiment Analysis
IEEE Transactions on Affective Computing|2022
128 cit.
4
The Singularity Is Nearer: When We Merge with AI
Perspectives on Science and Christian Faith|2025
97 cit.
5
Early Predicting of Students Performance in Higher Education
IEEE Access|2023
87 cit.
6
Multimodal Emotion-Cause Pair Extraction in Conversations
IEEE Transactions on Affective Computing|2022
54 cit.
7
Targeted Multimodal Sentiment Classification based on Coarse-to-Fine Grained Image-Target Matching
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence|2022
51 cit.
8
An empirical study of Multimodal Entity-Based Sentiment Analysis with ChatGPT: Improving in-context learning via entity-aware contrastive learning
Information Processing & Management|2024
36 cit.
9
Grounded Multimodal Named Entity Recognition on Social Media
Unknown Journal|2023
33 cit.
10
Hybrid disease prediction approach leveraging digital twin and metaverse technologies for health consumer
BMC Medical Informatics and Decision Making|2024
33 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Bing Liu
University of South China
2
Lillian Lee
Cornell University
3
Iryna Gurevych
Technische Universität Darmstadt
4
Erik Cambria
Nanyang Technological University
5
Christopher Potts
Stanford University
6
Fabrizio Sebastiani
Istituto di Scienza e Tecnologie dell'Informazione "Alessandro Faedo"
7
James W. Pennebaker
The University of Texas at Austin
8
Éric Gilbert
University of Michigan
9
Claire Cardie
Cornell University
10
Tomáš Mikolov
Czech Union for Nature Conservation

Current Senior Leaders Papers

1
Distributed Representations of Words and Phrases and their Compositionality
arXiv (Cornell University)|2013
18.1k cit.
2
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
Unknown Journal|2019
10.9k cit.
3
Enriching Word Vectors with Subword Information
Transactions of the Association for Computational Linguistics|2017
9.8k cit.
4
Mining and summarizing customer reviews
Unknown Journal|2004
7.7k cit.
5
Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank
Unknown Journal|2013
6.8k cit.
6
Opinion Mining and Sentiment Analysis
Foundations and Trends® in Information Retrieval|2008
6.2k cit.
7
The Psychological Meaning of Words: LIWC and Computerized Text Analysis Methods
Journal of Language and Social Psychology|2009
5.8k cit.
8
VADER: A Parsimonious Rule-Based Model for Sentiment Analysis of Social Media Text
Proceedings of the International AAAI Conference on Web and Social Media|2014
5.7k cit.
9
Recurrent neural network based language model
Unknown Journal|2010
5.4k cit.
10
Distributed Representations of Sentences and Documents
arXiv (Cornell University)|2014
5.1k cit.

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