Concepedia

Einat Kermany

EK

7

Publications

480

Citations

7

H-Index

2008

Active since

Affiliations

Technion – Israel Institute of Technology(Current)

Hebrew University of Jerusalem

Einat Kermany is an author at Technion – Israel Institute of Technology specializing in machine learning, engineering, and deep learning.

Top concepts

EngineeringMachine LearningDeep LearningData ScienceComputer ScienceLanguageLinguisticsText MiningMachine TranslationDeep Neural Networks

Publications per year

2008–2019

7

Publications

7

Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction Tasks

Yossi Adi, Einat Kermany, Yonatan Belinkov et al. · arXiv (Cornell University) · 2016 · 295 citations · Full text

Natural Language Processing, Structured Prediction, Sequence Modelling +14

Order-Based Representation in Random Networks of Cortical Neurons

Goded Shahaf, Danny Eytan, A. Gal et al. · PLoS Computational Biology · 2008 · 81 citations · Full text

Cognitive Science, Representation Primitive, Sensory Neuroscience +13

Tradeoffs and Constraints on Neural Representation in Networks of Cortical Neurons

Einat Kermany, A. Gal, Vladimir Lyakhov et al. · Journal of Neuroscience · 2010 · 43 citations · Full text

Analysis of sentence embedding models using prediction tasks in natural language processing

Yossi Adi, Einat Kermany, Yonatan Belinkov et al. · IBM Journal of Research and Development · 2017 · 19 citations

Natural Language Processing, Structured Prediction, Natural Language +15

Estimate and Replace: A Novel Approach to Integrating Deep Neural Networks with Existing Applications

Guy Hadash, Einat Kermany, Boaz Carmeli et al. · arXiv (Cornell University) · 2018 · 19 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +16

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