Leaderboards/Natural Language Processing Techniques

Natural Language Processing Techniques

Last updated June 1, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Ji-Rong Wen
Renmin University of China
99

Rising Stars Papers

1
A Survey of Large Language Models
Frontiers of Computer Science|2026
1.4k cit.
2
A survey on large language model based autonomous agents
Frontiers of Computer Science|2024
1.1k cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Wayne Xin Zhao
Renmin University of China
99
2
Ming Yan
University of Macau
59
3
Shixin Jiang
Unknown
50
4
Yiruo Cheng
Unknown
50
5
Q. H. Guo
Unknown
47
6
J. An
Unknown
47
7
Armel Randy Zebaze
Institut national de recherche en sciences et technologies du numérique
47

Emerging Leaders Papers

1
A Survey of Large Language Models
Frontiers of Computer Science|2026
1.4k cit.
2
Printing words in alternating colors facilitates eye movements among young and older Chinese adults
Psychonomic Bulletin & Review|2024
6 cit.
3
The Beijing Sentence Corpus II: A cross-script comparison between traditional and simplified Chinese sentence reading
Behavior Research Methods|2025
4 cit.
4
CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmentation Generation
arXiv (Cornell University)|2024
2 cit.
5
CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmented Generation
Unknown Journal|2025
2 cit.
6
From Specific-MLLMs to Omni-MLLMs: A Survey on MLLMs Aligned with Multi-modalities
Unknown Journal|2025
2 cit.
7
From Specific-MLLMs to Omni-MLLMs: A Survey on MLLMs Aligned with Multi-modalities
arXiv (Cornell University)|2024
0 cit.
8
League of LLMs: A Benchmark-Free Paradigm for Mutual Evaluation of Large Language Models
arXiv (Cornell University)|2025
0 cit.
9
TopXGen: Topic-Diverse Parallel Data Generation for Low-Resource Machine Translation
Unknown Journal|2025
0 cit.
10
Towards LLM-Centric Multimodal Fusion: A Survey on Integration Strategies and Techniques
ArXiv.org|2025
0 cit.

All-Time Leaders

The canon

All-Time Leaders Researchers

1
Evelina Fedorenko
Massachusetts Institute of Technology
73
2
Kai-Wei Chang
University of Virginia
66
3
Samuel R. Bowman
New York University
60
4
Zhi Zhong
National University of Singapore
45
5
Marilyn Walker
University of California, Santa Cruz
22
6
Shaul Markovitch
Technion – Israel Institute of Technology
20
7
Guido Zuccon
Queensland University of Technology
19
8
Rufus H. Gouws
Stellenbosch University
14
9
Claire Cardie
Cornell University
12
10
Paul Rayson
Lancaster University
9

All-Time Leaders Papers

1
Broad domain generality in focal regions of frontal and parietal cortex
Proceedings of the National Academy of Sciences|2013
1.1k cit.
2
Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints
Unknown Journal|2017
770 cit.
3
Wikipedia-based Semantic Interpretation for Natural Language Processing
Journal of Artificial Intelligence Research|2009
385 cit.
4
A Transformer-based Approach for Source Code Summarization
Unknown Journal|2020
364 cit.
5
Towards Robust Linguistic Analysis using OntoNotes
Institutional Research Information System (Università degli Studi di Trento)|2013
363 cit.
6
A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference
Unknown Journal|2018
325 cit.
7
Dissociating language and thought in large language models
Trends in Cognitive Sciences|2024
283 cit.
8
Improving Implicit Discourse Relation Recognition Through Feature Set Optimization
Annual Meeting of the Special Interest Group on Discourse and Dialogue|2012
117 cit.
9
Argument Mining: Extracting Arguments from Online Dialogue
Unknown Journal|2015
110 cit.
10
Overview of the CLEF eHealth Evaluation Lab 2015
Lecture notes in computer science|2015
91 cit.

Indexing Natural Language Processing Techniques Reagents

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