DREAM: Drug-Drug Interaction Extraction with Enhanced Dependency Graph and Attention Mechanism.
Sign Up to like & getrecommendations! Published in 2022 at "Methods"
DOI: 10.1016/j.ymeth.2022.02.002
Abstract: Drug-drug interactions (DDIs) aim at describing the effect relations produced by a combination of two or more drugs. It is an important semantic processing task in the field of bioinformatics such as pharmacovigilance and clinical… read more here.
Keywords: extraction; drug drug; drug; dependency graph ... See more keywords
Identifying Hate Speech Through Syntax Dependency Graph Convolution and Sentiment Knowledge Transfer
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DOI: 10.1109/access.2023.3347591
Abstract: In recent years, hate speech spread on the Internet has seriously affected society’s harmony, stability, and development. A way to quickly identify hate speech from the vast amount of data on the Internet is urgent.… read more here.
Keywords: dependency; dependency graph; hate speech; sentiment ... See more keywords
Fuzzing Android Native System Libraries via Dynamic Data Dependency Graph
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Information Forensics and Security"
DOI: 10.1109/tifs.2024.3369479
Abstract: Google suggests using only the APIs documented in Android SDK. However, many app developers still choose Java Native Interface (JNI) to access system libraries because of the flexibility and freedom that non-SDK methods provide in… read more here.
Keywords: data dependency; system libraries; system; dependency graph ... See more keywords
Confidence intervals for linear unbiased estimators under constrained dependence
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DOI: 10.1214/18-ejs1448
Abstract: www.stat.wisc.edu UW-Department of Statistics (608) 262-2598 We develop a general framework for conducting inference with linear unbiased estimators given constraints on observations' independence relations, in the form of a dependency graph. We establish the consistency… read more here.
Keywords: unbiased estimators; linear unbiased; dependency graph; intervals linear ... See more keywords