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Teamdl at Semeval-2018 Task 8: Cybersecurity Text Analysis Using Convolutional Neural Network and Conditional Random Fields PDF

6 Pages·2019·English
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by ['Manikandan R']| 2019| 6 pages| English

About Teamdl at Semeval-2018 Task 8: Cybersecurity Text Analysis Using Convolutional Neural Network and Conditional Random Fields

The document describes a system developed by TeamDL for SemEval-2018 Task 8 on cybersecurity text analysis. The system uses a convolutional neural network for malware sentence classification (subtask 1) and conditional random fields for malware token label prediction (subtask 2). The authors experimented with different word embeddings, feature sets, and achieved competitive performance on both subtasks. Code is available online.

Detailed Information

Author:['Manikandan R']
Publication Year:2019
Pages:6
Language:English
Format:PDF
Price:FREE
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