Natural Language Processing

Natural Language Processing is a subfield of computer science and artificial intelligence that develops computational techniques to enable computers to understand, analyze, and generate human language.

149.5K

Publications

10.9M

Citations

206.1K

Authors

13.9K

Institutions

Publications per year

2017–2026

69.1K

Variants

Nlp

Parents

Computer ScienceData Science

Children

ClassificationCoreference ResolutionDialogue SystemsInformation ExtractionLanguage ModelingLanguage ModelsMachine TranslationMorphological AnalysisMultilingual Natural Language ProcessingNamed Entity Recognition

Publications

149.5K

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 222.1K citations · Full text

Computing, Computer Science, Computer Vision +11

MizAR 60 for Mizar 50

DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) · 2023 · 76.3K citations · Full text

Computing, Computer Science, Computational Linguistics +14

ImageNet: A large-scale hierarchical image database

Jia Deng, Wei Dong, Richard Socher et al. · 2009 IEEE Conference on Computer Vision and Pattern Recognition · 2009 · 61.8K citations

Computing, Computer Science, Computer Vision +12

Gradient-based learning applied to document recognition

Yann LeCun, Léon Bottou, Yoshua Bengio et al. · Proceedings of the IEEE · 1998 · 58.2K citations · Full text

Computing, Computer Science, Computer Vision +14

AI-Assisted Pipeline for Dynamic Generation of Trustworthy Health Supplement Content at Scale

DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) · 2018 · 45.7K citations · Full text

Computing, Computer Science, Computational Linguistics +12

1–5 of 149.5K

Authors

206.1K

CD
Christopher D. Manning
Stanford University, United States
293 publications · 128.4K citations
116
h-index
EC
Erik Cambria
Nanyang Technological University, Singapore
215 publications · 32.8K citations
90
h-index
EH
Eduard Hovy
Carnegie Mellon University, United States
246 publications · 35.9K citations
86
h-index
YB
Yoshua Bengio
Université de Montréal, Canada
182 publications · 148.8K citations
85
h-index
HN
Hermann Ney
RWTH Aachen University, Germany
396 publications · 35.7K citations
83
h-index

1–5 of 206.1K

Institutions

13.9K

1–8 of 13.9K

Venues

arXiv (Cornell University)
Repository · 10.8K publications · 907.3K citations
349
h-index
Proceedings of the AAAI Conference on Artificial Intelligence
Conference · 2K publications · 164.5K citations
178
h-index
IEEE Transactions on Pattern Analysis and Machine Intelligence
TPAMI · 548 publications · 87.3K citations
145
h-index
Computational Linguistics
484 publications · 73.7K citations
129
h-index
Expert Systems with Applications
880 publications · 57.4K citations
113
h-index

1–5

See also Natural Language Processing
Core Methods	Machine Learning Semi-supervised Learning Part-of-speech Tagging Large Language Models Parsing Discourse Analysis Coreference Resolution Language Modeling Neural Networks Named Entity Recognition Pragmatic Analysis Unsupervised Learning Context-free Grammars Semantic Analysis Lexical Analysis Morphological Processing Markov Processes Probabilistic Grammar Induction
Applications	Machine Translation Information Retrieval Speech Recognition Information Extraction Sentiment Analysis Text Summarization Classification Named Entity Recognition Spam Detection
Evaluation	Bilingual Evaluation Understudy Pearson Correlation Coefficient Pairwise Comparison Accuracy Spearman Rank Correlation Coefficient
Benchmarks	Generalized Likelihood Uncertainty Estimation
Limitations	Lexical Ambiguity Syntactic Ambiguity Speech Recognition Accuracy