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Download Learning Character-Level Representations For Part-Of-Speech Tagging by ['Dewi Kirana'] in PDF format completely FREE. No registration required, no payment needed. Get instant access to this valuable resource on PDFdrive.to!
About Learning Character-Level Representations For Part-Of-Speech Tagging
This document proposes a deep neural network architecture called CharWNN that learns character-level representations of words to perform part-of-speech tagging. CharWNN uses a convolutional layer to extract character-level embeddings for each word, capturing morphological information. Experimental results show CharWNN achieves state-of-the-art accuracy for part-of-speech tagging on English and Portuguese datasets without using any handcrafted features. The approach effectively extracts character-level features relevant to part-of-speech tagging from words.
Detailed Information
| Author: | ['Dewi Kirana'] |
|---|---|
| Publication Year: | 2019 |
| Pages: | 9 |
| Language: | English |
| Format: | |
| Price: | FREE |
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