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author-identification-1's Introduction

Welcome to the Author-Identification wiki!

Task- Identify the Author of an article. Implementing paper- deep learning based authorship identification Refer https://web.stanford.edu/class/cs224n/reports/2760185.pdf more more details.

Dataset- Reuter_50_50 Approach- Used LSTM and GRU units to compare their performance. Glove representation used for the article.

Approach- 1)Sentence level : Every sentence is divided into words and then these word glove representation is passed to LSTM/GRU unit. 2)Article level : Every article is divided into sentence. Each sentence is represented as mean of the glove representation of each word. Then the article is passed to LSTM/GRU unit.

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