Semantic-aware Binary Code Representation with BERT

no code implementations • 10 Jun 2021 • Hyungjoon Koo, Soyeon Park, Daejin Choi, Taesoo Kim

Recently, binary analysis techniques based on machine learning have been proposed to automatically reconstruct the code representation of a binary instead of manually crafting specifics of the analysis algorithm.

BIG-bench Machine Learning Clone Detection +1

Cross-Lingual Suicidal-Oriented Word Embedding toward Suicide Prevention

no code implementations • Findings of the Association for Computational Linguistics 2020 • Daeun Lee, Soyoung Park, Jiwon Kang, Daejin Choi, Jinyoung Han

However, little attention has been paid to validate whether and how the existing dictionaries for other languages (i. e., English and Chinese) can be used for predicting suicidal ideation for a low-resource language (i. e., Korean) where a knowledge-based suicide dictionary has not yet been developed.

Word Embeddings