Human-centered Natural Language Processing
Human-centered natural language processing is a research field and methodological paradigm dedicated to the design, development, and evaluation of Natural Language Processing (NLP) systems with a central focus on human users, their needs, cognitive processes, and societal context. It investigates the complex interplay between human language use and computational models, emphasizing the creation of NLP technologies that are usable, understandable, equitable, and beneficial for human interaction. This approach integrates principles from human-computer interaction, cognitive science, linguistics, and ethics, prioritizing aspects such as interpretability, fairness, privacy, and social responsibility alongside technical performance, thereby aiming to develop more trustworthy and effective language technologies aligned with human values.
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2017–2026
98
Parents
107
DARPA's Explainable Artificial Intelligence Program
David Gunning, David W. Aha · AI Magazine · 2019 · 1.1K citations · Full text
Sentiment Analysis Is a Big Suitcase
Erik Cambria, Soujanya Poria, Alexander Gelbukh et al. · IEEE Intelligent Systems · 2017 · 421 citations
Engineering, Multimodal Sentiment Analysis, Sentiment Analysis +19
Sebastian Gregor Bouschery, Vera Blažević, Frank T. Piller · Journal of Product Innovation Management · 2023 · 332 citations · Full text
Artificial Intelligence, Innovation Evaluation, Engineering +21
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Mitchell Institute
Portland, United States
3 h-index
3 publications
235 citations
Texas A&M University
College Station, United States
3 h-index
3 publications
235 citations
Microsoft (United States)
Redmond, United States
3 h-index
7 publications
419 citations
North Carolina State University
Raleigh, United States
2 h-index
4 publications
147 citations

Monash University
Melbourne, Australia
2 h-index
4 publications
150 citations
Princeton University
Princeton, United States
2 h-index
5 publications
655 citations
RWTH Aachen University
Aachen, Germany
2 h-index
4 publications
1K citations
Stanford University
Stanford, United States
2 h-index
3 publications
166 citations
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6 publications · 1.3K citations
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5 publications · 303 citations
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4 publications · 155 citations
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3 publications · 185 citations
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BJET · 2 publications · 146 citations
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