Leaderboards/Advanced Text Analysis Techniques

Advanced Text Analysis Techniques

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Mayur Wankhade
Indian Institute of Technology Dhanbad
2
Jianlin Su
Shanghai Huayi Group (China)
3
Efthymios Kouloumpis
Unknown
4
Tanushree Bharti
Unknown
5
Ivano Lauriola
University of Padua
6
Kian Long Tan
Multimedia University
7
Tianyi Zhang
Purdue University West Lafayette
8
Philippe Schwaller
École Polytechnique Fédérale de Lausanne
9
Alexander Ligthart
Wageningen University & Research
10
Aly Abdelrazek
Nile University

Rising Stars Papers

1
Abstractive Text Summarization Using GAN
International Journal of Innovative Science and Research Technology (IJISRT)|2024
735 cit.
2
Augmenting large language models with chemistry tools
Nature Machine Intelligence|2024
581 cit.
3
Benchmarking Large Language Models for News Summarization
Transactions of the Association for Computational Linguistics|2024
319 cit.
4
Is Stack Overflow Obsolete? An Empirical Study of the Characteristics of ChatGPT Answers to Stack Overflow Questions
Unknown Journal|2024
82 cit.
5
Molecular hypergraph neural networks
The Journal of Chemical Physics|2024
30 cit.
6
CodeJudge: Evaluating Code Generation with Large Language Models
Unknown Journal|2024
26 cit.
7
Human interpretable structure-property relationships in chemistry using explainable machine learning and large language models
Communications Chemistry|2025
24 cit.
8
A survey on aspect base sentiment analysis methods and challenges
Applied Soft Computing|2024
23 cit.
9
Directly optimizing for synthesizability in generative molecular design using retrosynthesis models
Chemical Science|2025
22 cit.
10
Augmented Memory: Sample-Efficient Generative Molecular Design with Reinforcement Learning
JACS Au|2024
18 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Liang Zhao
Ningbo University of Technology
2
Florian Schuberth
University of Twente
3
Chaitanya Kulkarni
University of Maryland, College Park
4
Murtadha Ahmed
Northwestern Polytechnical University
5
Joanne Yu
City University of Macau
6
Ramsha Ali
Northern University of Malaysia
7
Dipesh Parihar
Unknown
8
Jianfei Yu
Nanjing University of Science and Technology
9
Miikka Kuutila
Dalhousie University
10
Steffen Eger
Lutheran University of Applied Sciences Nuremberg

Emerging Leaders Papers

1
A survey on sentiment analysis methods, applications, and challenges
Artificial Intelligence Review|2022
1.4k cit.
2
A Topic Modeling Comparison Between LDA, NMF, Top2Vec, and BERTopic to Demystify Twitter Posts
Frontiers in Sociology|2022
886 cit.
3
Abstractive Text Summarization Using GAN
International Journal of Innovative Science and Research Technology (IJISRT)|2024
735 cit.
4
Assessing the overall fit of composite models estimated by partial least squares path modeling
European Journal of Marketing|2022
218 cit.
5
Artificial intelligence-generated virtual influencer: Examining the effects of emotional display on user engagement
Journal of Retailing and Consumer Services|2023
216 cit.
6
Short-term multi-hour ahead country-wide wind power prediction for Germany using gated recurrent unit deep learning
Renewable and Sustainable Energy Reviews|2022
138 cit.
7
Cross-Modal Multitask Transformer for End-to-End Multimodal Aspect-Based Sentiment Analysis
Information Processing & Management|2022
130 cit.
8
Hierarchical Interactive Multimodal Transformer for Aspect-Based Multimodal Sentiment Analysis
IEEE Transactions on Affective Computing|2022
128 cit.
9
ChatGPT: A meta-analysis after 2.5 months
Machine Learning with Applications|2024
112 cit.
10
Multimodal Emotion-Cause Pair Extraction in Conversations
IEEE Transactions on Affective Computing|2022
54 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Christian M. Ringle
Universität Hamburg
2
Youjae Yi
University of Michigan
3
Jeff Dean
Google (United States)
4
Susan Dumais
Microsoft (United States)
5
Bing Liu
University of South China
6
Chris Buckley
Villanova University
7
Volker G. Kuppelwieser
NEOMA Business School
8
Eduard Hovy
The University of Melbourne
9
Fabrizio Sebastiani
Istituto di Scienza e Tecnologie dell'Informazione "Alessandro Faedo"
10
Mark Steyvers
University of California, Irvine

Current Senior Leaders Papers

1
When to use and how to report the results of PLS-SEM
European Business Review|2018
24.2k cit.
2
On the evaluation of structural equation models
Journal of the Academy of Marketing Science|1988
20.6k cit.
3
Distributed Representations of Words and Phrases and their Compositionality
arXiv (Cornell University)|2013
18.1k cit.
4
On the Evaluation of Structural Equation Models
Journal of the Academy of Marketing Science|1988
15.8k cit.
5
Partial least squares structural equation modeling (PLS-SEM)
European Business Review|2014
11k cit.
6
Term-weighting approaches in automatic text retrieval
Information Processing & Management|1988
9.5k cit.
7
Mining and summarizing customer reviews
Unknown Journal|2004
7.7k cit.
8
A solution to Plato's problem: The latent semantic analysis theory of acquisition, induction, and representation of knowledge.
Psychological Review|1997
6.1k cit.
9
Finding scientific topics
Proceedings of the National Academy of Sciences|2004
6k cit.
10
Hierarchical Attention Networks for Document Classification
Unknown Journal|2016
4.8k cit.

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