Static Word Embeddings

Static Word Embeddings is a type of word representation in natural language processing where each word is mapped to a fixed-dimensional vector in a continuous space, learned from corpus statistics and remaining invariant across different linguistic contexts.

Publications

3.9K

Citations

258

Authors

119

Institutions

Publications per year

2017–2026

Parents

Word Embeddings

Publications

A comparison of word embeddings for the biomedical natural language processing

Sijia Liu, Naveed Afzal, Majid Rastegar-Mojarad et al. · Journal of Biomedical Informatics · 2018 · 384 citations · Full text

Computing, Biomedical Informatics, Computer Science +12

A survey of word embeddings based on deep learning

Shirui Wang, Wenan Zhou, Chao Jiang · Computing · 2019 · 191 citations

Computing, Computer Science, Computational Linguistics +13

Deep learning in law: early adaptation and legal word embeddings trained on large corpora

Ilias Chalkidis, Dimitrios Kampas · Artificial Intelligence and Law · 2018 · 189 citations

Law, Jurisprudence, Legal Translation +12

Multi-task learning based pre-trained language model for code completion

Fang Liu, Ge Li, Yunfei Zhao et al. · 2020 · 162 citations

Computing, Computer Science, Computational Linguistics +16

Joint embedding VQA model based on dynamic word vector

Zhiyang Ma, Wenfeng Zheng, Xiaobing Chen et al. · PeerJ Computer Science · 2021 · 149 citations · Full text

Computing, Computer Science, Computational Linguistics +16

1–5 of 80

Authors

258

AK
Anna Korhonen
University of Cambridge, United Kingdom
4 publications · 86 citations
4
h-index
IV
Ivan Vulić
University of Cambridge, United Kingdom
3 publications · 71 citations
3
h-index
SG
Sarik Ghazarian
University of Southern California, United States
2 publications · 97 citations
2
h-index
FW
Furu Wei
Microsoft Research Asia (China), China
2 publications · 97 citations
2
h-index
GG
Goran Glavaš
University of Mannheim, Germany
2 publications · 45 citations
2
h-index

1–5 of 258

Institutions

119

1–8 of 119

Venues

arXiv (Cornell University)
Repository · 8 publications · 255 citations
8
h-index
IEEE/ACM Transactions on Audio Speech and Language Processing
TASLP · 2 publications · 48 citations
2
h-index
ACM Transactions on Asian and Low-Resource Language Information Processing
2 publications · 31 citations
2
h-index
Language Resources and Evaluation
2 publications · 88 citations
2
h-index
Transactions of the Association for Computational Linguistics
TACL · 2 publications · 85 citations
2
h-index

1–5