Leaderboards/Speech and dialogue systems

Speech and dialogue systems

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Rishi Bommasani
Stanford University
2
Yi Ren
University of Edinburgh
3
Shahul Es
Groote Schuur Hospital
4
Dou Hu
The University of Tokyo
5
Chen Gao
Alibaba Group (China)
6
Kai Guo
Chinese University of Hong Kong
7
Chenyang Wang
University of Chinese Academy of Sciences
8
Mojtaba Komeili
Meta (Israel)
9
Philipp Dufter
Apple (United Kingdom)
10
Emily Sheng
University of Southern California

Rising Stars Papers

1
RAGAs: Automated Evaluation of Retrieval Augmented Generation
Unknown Journal|2024
273 cit.
2
FastSpeech: Fast, Robust and Controllable Text to Speech
TIB Data Manager|2024
259 cit.
3
Large language models empowered agent-based modeling and simulation: a survey and perspectives
Humanities and Social Sciences Communications|2024
197 cit.
4
Effects of an AI-supported approach to peer feedback on university EFL students' feedback quality and writing ability
The Internet and Higher Education|2024
125 cit.
5
Causal Inference in Recommender Systems: A Survey and Future Directions
ACM Transactions on Information Systems|2024
109 cit.
6
Understanding EFL students’ use of self-made AI chatbots as personalized writing assistance tools: A mixed methods study
System|2024
81 cit.
7
Effects of GenAI-empowered interactive support on university EFL students' self-regulated strategy use and engagement in reading
The Internet and Higher Education|2024
77 cit.
8
Using <scp>AI</scp> ‐supported peer review to enhance feedback literacy: An investigation of students' revision of feedback on peers' essays
British Journal of Educational Technology|2024
35 cit.
9
Foundation Model Transparency Reports
Proceedings of the AAAI/ACM Conference on AI Ethics and Society|2024
33 cit.
10
EvaluMate: Using AI to support students’ feedback provision in peer assessment for writing
Assessing Writing|2024
31 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Samuel R. Bowman
New York University
2
Di Li
Tianjin University of Science and Technology
3
Ran Zhao
China Building Materials Academy
4
Ehsan Hoque
University of Rochester
5
Jiliang Tang
Guangxi University
6
Zofia Malisz
KTH Royal Institute of Technology
7
Alexis Hiniker
University of Washington
8
Yun-Nung Chen
Microsoft (United States)
9
Jennimaria Palomaki
Google (United States)
10
Nanyun Peng
University of California, Los Angeles

Emerging Leaders Papers

1
Trustworthy AI: A Computational Perspective
ACM Transactions on Intelligent Systems and Technology|2022
221 cit.
2
Exploring the Potential of Large Language Models (LLMs)in Learning on Graphs
ACM SIGKDD Explorations Newsletter|2024
162 cit.
3
DEGREE: A Data-Efficient Generation-Based Event Extraction Model
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies|2022
130 cit.
4
“Kelly is a Warm Person, Joseph is a Role Model”: Gender Biases in LLM-Generated Reference Letters
Unknown Journal|2023
106 cit.
5
Using AI to measure Parkinson’s disease severity at home
npj Digital Medicine|2023
86 cit.
6
The Good and The Bad: Exploring Privacy Issues in Retrieval-Augmented Generation (RAG)
Unknown Journal|2024
75 cit.
7
PLM-ICD: Automatic ICD Coding with Pretrained Language Models
Unknown Journal|2022
72 cit.
8
LLM-Eval: Unified Multi-Dimensional Automatic Evaluation for Open-Domain Conversations with Large Language Models
Unknown Journal|2023
70 cit.
9
“I Don’t Even Remember What I Read”: How Design Influences Dissociation on Social Media
CHI Conference on Human Factors in Computing Systems|2022
68 cit.
10
AI for Education (AI4EDU): Advancing Personalized Education with LLM and Adaptive Learning
Unknown Journal|2024
57 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Elizabeth F. Loftus
University of California, Irvine
2
Steve Young
University of Cambridge
3
Shrikanth Narayanan
University of Southern California
4
Christopher D. Manning
Stanford University
5
Hermann Ney
RWTH Aachen University
6
Martha Palmer
University of Pennsylvania
7
Bill Dolan
University of British Columbia
8
Michael K. Tanenhaus
University of Rochester
9
Dan Jurafsky
Stanford University
10
Stephen C. Levinson
Max Planck Institute for Psycholinguistics

Current Senior Leaders Papers

1
Glove: Global Vectors for Word Representation
Unknown Journal|2014
33.8k cit.
2
Effective Approaches to Attention-based Neural Machine Translation
Unknown Journal|2015
8.6k cit.
3
A spreading-activation theory of semantic processing.
Psychological Review|1975
8.1k cit.
4
The Stanford CoreNLP Natural Language Processing Toolkit
Unknown Journal|2014
7.2k cit.
5
WEIRD languages have misled us, too [Comment on Henrich et al.]
Max Planck Digital Library|2010
4.1k cit.
6
A Systematic Comparison of Various Statistical Alignment Models
Computational Linguistics|2003
3.9k cit.
7
Get To The Point: Summarization with Pointer-Generator Networks
Unknown Journal|2017
3.9k cit.
8
IEMOCAP: interactive emotional dyadic motion capture database
Language Resources and Evaluation|2008
3.6k cit.
9
A large annotated corpus for learning natural language inference
Unknown Journal|2015
3.5k cit.
10
Verbs semantics and lexical selection
Unknown Journal|1994
3.1k cit.

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