Character-Level Language Modeling is a type of language modeling that operates at the finest granular level of text, where the fundamental unit of prediction and representation is the individual character, distinguishing it from word-level or subword-level approaches by modeling sequences of characters directly to capture orthographic, morphological, and syntactic patterns.
139
Publications
14.4K
Citations
377
Authors
138
Institutions
Publications per year
2017–2026
93
Parents
Publications
139
Longformer: The Long-Document Transformer
arXiv (Cornell University) · 2020 · 2.2K citations · Full text
Generating Text with Recurrent Neural Networks
Ilya Sutskever, James Martens, Geoffrey E. Hinton · 2011 · 1.2K citations
Character-Aware Neural Language Models
Yoon Kim, Yacine Jernite, David Sontag et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2016 · 1K citations · Full text
Computing, Computer Science, French +17
Character-Aware Neural Language Models
Yoon Kim, Yacine Jernite, David Sontag et al. · arXiv (Cornell University) · 2015 · 1K citations · Full text
Computing, Computer Science, French +17
1–5 of 139
Authors
377
- YB
5
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- ÇG
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- NC
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1–5 of 377
Institutions
138
Google (United States)
Mountain View, United States
8 h-index
30 publications
2.3K citations
Université de Montréal
Montreal, Canada
6 h-index
15 publications
2.5K citations
University of Edinburgh
Edinburgh, United Kingdom
4 h-index
8 publications
208 citations
Northwestern University
Evanston, United States
3 h-index
3 publications
62 citations
RWTH Aachen University
Aachen, Germany
3 h-index
15 publications
290 citations
Massachusetts Institute of Technology
Cambridge, United States
3 h-index
11 publications
594 citations
University of Waterloo
Waterloo, Canada
3 h-index
7 publications
814 citations
University of Cambridge
Cambridge, United Kingdom
3 h-index
8 publications
368 citations
1–8 of 138
Venues
- arXiv (Cornell University)
Repository · 38 publications · 6.9K citations
27
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- International Conference on Computational Linguistics
Conference · 3 publications · 48 citations
3
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- Neural Information Processing Systems
Conference · 3 publications · 465 citations
3
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- ACM Transactions on Asian and Low-Resource Language Information Processing
2 publications · 26 citations
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- Transactions of the Association for Computational Linguistics
TACL · 2 publications · 105 citations
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