Rafael-Michael Karampatsis

Cited by

	All	Since 2019
Citations	651	627
h-index	7	6
i10-index	7	5

160

120

201420152016201720182019202020212022202320246 2 7 6 1 8 59 126 158 158 115

Public access

View all

5 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Charles SuttonGoogle, University of EdinburghVerified email at inf.ed.ac.uk
Romain RobbesCNRS Senior Scientist, LaBRI, Université de BordeauxVerified email at u-bordeaux.fr
Andrea JanesFree University of Bozen-BolzanoVerified email at unibz.it
Hlib BabiiSoftware Engineer, KAYAK GermanyVerified email at kayak.com
Vaishak BelleUniversity of EdinburghVerified email at ed.ac.uk
John PavlopoulosAthens University of Economics and BusinessVerified email at aueb.gr
Prodromos MalakasiotisPrincipal Machine Learning Engineer at WorkableVerified email at aueb.gr
Kobi GalBen-Gurion University, University of EdinburghVerified email at bgu.ac.il
Nicholas HoernleUniversity of Edinburgh, Harvard UniversityVerified email at sms.ed.ac.uk
Nantia MakryniotiPhD Student Athens University of Economics and BusinessVerified email at aueb.gr
Miltiadis AllamanisGoogle DeepMindVerified email at google.com

Rafael-Michael Karampatsis

Postdoctoral researcher, School of Informatics, University of Edinburgh

Verified email at sms.ed.ac.uk - Homepage

Machine Learning Explainable AI Reinforcement Learning Natural Language Processing Program Repair


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Big Code != Big Vocabulary: Open-vocabulary models for source code RM Karampatsis, H Babii, R Robbes, C Sutton, A Janes Proceedings of the ACM/IEEE 42nd International Conference on Software …, 2020	254	2020
How Often Do Single-Statement Bugs Occur? The ManySStuBs4J Dataset RM Karampatsis, C Sutton 17th International Conference on Mining Software Repositories (MSR 2020), 2019	177	2019
Maybe Deep Neural Networks are the Best Choice for Modeling Source Code. CoRR abs/1903.05734 (2019) RM Karampatsis, C Sutton arXiv preprint arXiv:1903.05734, 2019	67*	2019
Scelmo: Source code embeddings from language models RM Karampatsis, C Sutton arXiv preprint arXiv:2004.13214, 2020	60	2020
Multiplexnet: Towards fully satisfied logical constraints in neural networks N Hoernle, RM Karampatsis, V Belle, K Gal Proceedings of the AAAI conference on artificial intelligence 36 (5), 5700-5709, 2022	54	2022
AUEB: Two stage sentiment analysis of social network messages RM Karampatsis, J Pavlopoulos, P Malakasiotis Proceedings of the 8th International Workshop on Semantic Evaluation …, 2014	21	2014
CDTDS: Predicting paraphrases in Twitter via support vector regression RM Karampatsis Proceedings of the 9th international workshop on semantic evaluation …, 2015	10	2015
nlp. cs. aueb. gr: Two stage sentiment analysis P Malakasiotis, RM Karampatsis, K Makrynioti, J Pavlopoulos Second Joint Conference on Lexical and Computational Semantics (* SEM …, 2013	4	2013
Manysstubs4j dataset R Karampatsis, C Sutton Zenodo, 2020	2	2020
Signal perceptron: On the identifiability of boolean function spaces and beyond MA Mendez Lucero, RM Karampatsis, E Bojorquez Gallardo, V Belle Frontiers in Artificial Intelligence 5, 770254, 2022	1	2022
Translating Natural Language into Source Code Via Tree Transduction MRes Thesis RM Karampatsis University of Edinburgh, 2015	1*	2015
Scalable deep learning for bug detection RM Karampatsis The University of Edinburgh, 2021		2021
Social Media Sentiment Analysis MSc Thesis RM Karampatsis Athens University of Economics and Bussiness, 2014		2014
Message from the MSR 2021 Mining Challenge Track Co-Chairs M Allamanis, RM Karampatsis, C Sutton

The system can't perform the operation now. Try again later.

Articles 1–14

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors