Search Results for author: Alex Long

Found 2 papers, 1 papers with code

Multi-hop Reading Comprehension via Deep Reinforcement Learning based Document Traversal

no code implementations23 May 2019 Alex Long, Joel Mason, Alan Blair, Wei Wang

To address MH-QA specifically, we propose a Deep Reinforcement Learning based method capable of learning sequential reasoning across large collections of documents so as to pass a query-aware, fixed-size context subset to existing models for answer extraction.

Decision Making Multi-Hop Reading Comprehension +4

Automatic Malware Description via Attribute Tagging and Similarity Embedding

2 code implementations15 May 2019 Felipe N. Ducau, Ethan M. Rudd, Tad M. Heppner, Alex Long, Konstantin Berlin

With the rapid proliferation and increased sophistication of malicious software (malware), detection methods no longer rely only on manually generated signatures but have also incorporated more general approaches like machine learning detection.

Attribute BIG-bench Machine Learning +2

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