Natural language processing with neural networks

被引：3

作者：

Ma, Q ^{[1
]}

机构：

[1] Commun Res Labs, Kyoto 6190289, Japan

来源：

LANGUAGE ENGINEERING CONFERENCE, PROCEEDINGS | 2003年

关键词：

D O I：

10.1109/LEC.2002.1182290

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

With learning-based natural language processing (NLP) becoming the main-stream of NLP research, neural networks (NNs), which axe powerful parallel distributed learning/processing machines, should attract more attention from both NN and NLP researchers and can play more important roles in many areas of NLP. This paper tries to reveal the true power of NNs for NLP applications as supervised or unsupervised learning devices by concretely introducing three practical applications: part of speech (POS) tagging, error detection in annotated corpora, and self-organization of semantic maps.

引用

页码：45 / 56

页数：12