Jacob Andreas - Concepedia

Author

Jacob Andreas

University of California, Berkeley ORCID

Also Known As

Andreas, Jacob, Andreas, Jacob D., Bakhtin, Anton, Gupta, Abhishek, J Andreas, J. Andreas, Jacob Andreas, Pari, Jyothish, Strobelt, Hendrik

222

Publications

5.4K

Citations

H-Index

128

Concepts

All Affiliations

University of California, Berkeley Massachusetts Institute of Technology Columbia University Meta (Israel)

About

Jacob Andreas is an author at University of California, Berkeley specializing in engineering, natural language processing, and linguistics.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	31	51	4.1K
2	Language Studies	26	41	3.6K
3	Arts	4	4	129
4	Education	1	1	12
5	Natural Sciences	1	1	48

Jacob Andreas

Publications

4.9K

Citations

H-Index

Page 1

	Year	Citations
Learning to Reason: End-to-End Module Networks for Visual Question Answering Ronghang Hu, Jacob Andreas, Marcus Rohrbach, Artificial IntelligenceEngineeringMachine LearningNeural Networks (Machine Learning)Nmn Implementations	2017	494
Learning to Compose Neural Networks for Question Answering Jacob Andreas, Marcus Rohrbach, Trevor Darrell, EngineeringLanguage ProcessingNatural Language ProcessingApplied LinguisticsSyntax	2016	472
Modeling Relationships in Referential Expressions with Compositional Modular Networks Ronghang Hu, Marcus Rohrbach, Jacob Andreas, Structured PredictionEngineeringMachine LearningSemanticsCorpus Linguistics	2017	404
Speaker-Follower Models for Vision-and-Language Navigation Daniel Fried, Ronghang Hu, Volkan Cirik, arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningSpoken Language ProcessingLocalization	2018	244
Modular Multitask Reinforcement Learning with Policy Sketches Jacob Andreas, Dan Klein, Sergey Levine arXiv (Cornell University) Artificial IntelligenceCognitive ScienceEngineeringMachine LearningDeep Reinforcement Learning	2016	229
A Minimal Span-Based Neural Constituency Parser Mitchell Stern, Jacob Andreas, Dan Klein Syntactic ParsingEngineeringDependency LinguisticsCorpus LinguisticsText Mining	2017	200
Speaker-Follower Models for Vision-and-Language Navigation Daniel Fried, Ronghang Hu, Volkan Cirik, Neural Information Processing Systems Artificial IntelligenceEngineeringMachine LearningSpoken Language ProcessingLocalization	2018	155
Deep Compositional Question Answering with Neural Module Networks Jacob Andreas, Marcus Rohrbach, Trevor Darrell, arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningNatural Language ProcessingMultimodal Llm	2015	148
Semantics-Based Machine Translation with Hyperedge Replacement Grammars Bevan Jones, Jacob Andreas, Daniel Bauer, Oxford University Research Archive (ORA) (University of Oxford) Syntactic ParsingEngineeringSemanticsCorpus LinguisticsNatural Language Processing	2012	124
Learning to Compose Neural Networks for Question Answering Jacob Andreas, Marcus Rohrbach, Trevor Darrell, arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningNatural Language ProcessingMultimodal Llm	2016	121

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