TY - UNPB
T1 - Integrating Approaches to Word Representation
AU - Pinter, Yuval
PY - 2021/9/10
Y1 - 2021/9/10
N2 - The problem of representing the atomic elements of language in modern neural learning systems is one of the central challenges of the field of natural language processing. I present a survey of the distributional, compositional, and relational approaches to addressing this task, and discuss various means of integrating them into systems, with special emphasis on the word level and the out-of-vocabulary phenomenon.
AB - The problem of representing the atomic elements of language in modern neural learning systems is one of the central challenges of the field of natural language processing. I present a survey of the distributional, compositional, and relational approaches to addressing this task, and discuss various means of integrating them into systems, with special emphasis on the word level and the out-of-vocabulary phenomenon.
U2 - 10.48550/arXiv.2109.04876
DO - 10.48550/arXiv.2109.04876
M3 - Preprint
BT - Integrating Approaches to Word Representation
ER -