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 | 261 | 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 | 187 | 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 | 69* | 2019 |
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 | 61 | 2022 |
Scelmo: Source code embeddings from language models RM Karampatsis, C Sutton arXiv preprint arXiv:2004.13214, 2020 | 60 | 2020 |
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 | | |