Concepedia

Position-aware deep multi-task learning for drug–drug interaction extraction

Deyu Zhou, Lei Miao, Yulan He

Artificial Intelligence in Medicine · 2018 · 90 citations · 27 references

Concepts

PharmacyPharmacologyDrug DiscoveryDrug InteractionsPharmacophore ModelingChemical Space ExplorationDrug-drug Interaction InformaticsDrug-drug Interaction RiskDrug-drug InteractionsDrug-target Interaction MappingDrug-target Interaction NetworksDrug - Drug Interaction DetectionDrug Interaction Extraction From Biomedical LiteratureDrug-drug Interaction ExtractionDrug-drug Interaction RepresentationMulti-task Deep Learning

References

27

Efficient Estimation of Word Representations in Vector Space

Tomáš Mikolov, Kai Chen, Greg S. Corrado · arXiv (Cornell University) · 2013 · 18.1K citations · Full text

Computing, Computer Science, Computational Linguistics +16

Neural Machine Translation by Jointly Learning to Align and Translate

Dzmitry Bahdanau · arXiv (Cornell University) · 2014 · 14.6K citations · Full text

Computing, Computer Science, Natural Language Processing +9

Multitask Learning

Rich Caruana · Machine Learning · 1997 · 6.3K citations · Full text

Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification

Peng Zhou, Wei Shi, Jun Tian et al. · 2016 · 2K citations

Computing, Computer Science, Computational Linguistics +13

LSTM can Solve Hard Long Time Lag Problems

Sepp Hochreiter, Jürgen Schmidhuber · 1996 · 751 citations

Computing, Computer Science, Algorithms +8