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ORCIDNathan Cooper
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2020 – today
- 2024
[j7]Yanfu Yan
, Nathan Cooper, Kevin Moran, Gabriele Bavota, Denys Poshyvanyk, Steve Rich:
Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs. Proc. ACM Softw. Eng. 1(FSE): 972-995 (2024)- [j6]David Nader-Palacio, Alejandro Velasco, Nathan Cooper, Alvaro Rodriguez, Kevin Moran, Denys Poshyvanyk:
Toward a Theory of Causation for Interpreting Neural Code Models. IEEE Trans. Software Eng. 50(5): 1215-1243 (2024) - [c11]Yanfu Yan, Nathan Cooper, Oscar Chaparro, Kevin Moran, Denys Poshyvanyk:
Semantic GUI Scene Learning and Video Alignment for Detecting Duplicate Video-based Bug Reports. ICSE 2024: 232:1-232:13 - [i17]Marco Bellagente, Jonathan Tow, Dakota Mahan, Duy Phung, Maksym Zhuravinskyi, Reshinth Adithyan, James Baicoianu, Ben Brooks, Nathan Cooper, Ashish Datta, Meng Lee, Emad Mostaque, Michael Pieler, Nikhil Pinnaparaju, Paulo Rocha, Harry Saini, Hannah Teufel, Niccoló Zanichelli, Carlos Riquelme:
Stable LM 2 1.6B Technical Report. CoRR abs/2402.17834 (2024) - [i16]Nikhil Pinnaparaju, Reshinth Adithyan, Duy Phung, Jonathan Tow, James Baicoianu, Ashish Datta, Maksym Zhuravinskyi, Dakota Mahan, Marco Bellagente, Carlos Riquelme, Nathan Cooper:
Stable Code Technical Report. CoRR abs/2404.01226 (2024) - [i15]Nathan Cooper, Torsten Scholak:
Perplexed: Understanding When Large Language Models are Confused. CoRR abs/2404.06634 (2024) - [i14]Yanfu Yan, Nathan Cooper, Oscar Chaparro, Kevin Moran, Denys Poshyvanyk:
Semantic GUI Scene Learning and Video Alignment for Detecting Duplicate Video-based Bug Reports. CoRR abs/2407.08610 (2024) - 2023
- [j5]Antonio Mastropaolo, Nathan Cooper, David Nader-Palacio, Simone Scalabrino, Denys Poshyvanyk, Rocco Oliveto, Gabriele Bavota:
Using Transfer Learning for Code-Related Tasks. IEEE Trans. Software Eng. 49(4): 1580-1598 (2023) - [j4]Carlos Bernal-Cárdenas, Nathan Cooper, Madeleine Havranek, Kevin Moran, Oscar Chaparro, Denys Poshyvanyk, Andrian Marcus:
Translating Video Recordings of Complex Mobile App UI Gestures into Replayable Scenarios. IEEE Trans. Software Eng. 49(4): 1782-1803 (2023) - [c10]Amit Seal Ami, Syed Yusuf Ahmed, Radowan Mahmud Redoy, Nathan Cooper, Kaushal Kafle, Kevin Moran, Denys Poshyvanyk, Adwait Nadkarni:
MASC: A Tool for Mutation-Based Evaluation of Static Crypto-API Misuse Detectors. ESEC/SIGSOFT FSE 2023: 2162-2166 - [i13]Carlos Bernal-Cárdenas, Nathan Cooper, Madeleine Havranek, Kevin Moran, Oscar Chaparro, Denys Poshyvanyk, Andrian Marcus:
Translating Video Recordings of Complex Mobile App UI Gestures into Replayable Scenarios. CoRR abs/2301.01191 (2023) - [i12]David N. Palacio, Nathan Cooper, Alvaro Rodriguez, Kevin Moran, Denys Poshyvanyk:
Toward a Theory of Causation for Interpreting Neural Code Models. CoRR abs/2302.03788 (2023) - [i11]Amit Seal Ami, Syed Yusuf Ahmed, Radowan Mahmud Redoy, Nathan Cooper, Kaushal Kafle, Kevin Moran, Denys Poshyvanyk, Adwait Nadkarni:
MASC: A Tool for Mutation-Based Evaluation of Static Crypto-API Misuse Detectors. CoRR abs/2308.02310 (2023) - [i10]Nathan Cooper:
Intelligent Software Tooling for Improving Software Development. CoRR abs/2310.10921 (2023) - 2022
- [j3]Cody Watson, Nathan Cooper, David Nader-Palacio, Kevin Moran, Denys Poshyvanyk:
A Systematic Literature Review on the Use of Deep Learning in Software Engineering Research. ACM Trans. Softw. Eng. Methodol. 31(2): 32:1-32:58 (2022) - [j2]Matteo Ciniselli, Nathan Cooper, Luca Pascarella, Antonio Mastropaolo, Emad Aghajani, Denys Poshyvanyk, Massimiliano Di Penta, Gabriele Bavota:
An Empirical Study on the Usage of Transformer Models for Code Completion. IEEE Trans. Software Eng. 48(12): 4818-4837 (2022) - [c9]Amit Seal Ami, Nathan Cooper, Kaushal Kafle, Kevin Moran, Denys Poshyvanyk, Adwait Nadkarni:
Why Crypto-detectors Fail: A Systematic Evaluation of Cryptographic Misuse Detection Techniques. SP 2022: 614-631 - [c8]Aidan Connor, Aaron Harris, Nathan Cooper, Denys Poshyvanyk:
Can We Automatically Fix Bugs by Learning Edit Operations? SANER 2022: 782-792 - [d3]Matteo Ciniselli, Nathan Cooper, Luca Pascarella, Antonio Mastropaolo, Emad Aghajani, Denys Poshyvanyk, Massimiliano Di Penta, Gabriele Bavota:
Replication package for "An Empirical Study on the Usage of Transformer Models for Code Completion". Zenodo, 2022
- [d2]Matteo Ciniselli, Nathan Cooper, Luca Pascarella, Denys Poshyvanyk, Massimiliano Di Penta, Gabriele Bavota:
Replication package for "An Empirical Study on the Usage of BERT Models for Code Completion". Zenodo, 2022 - [d1]Antonio Mastropaolo, Simone Scalabrino, Nathan Cooper, David Nader-Palacio, Denys Poshyvanyk, Rocco Oliveto, Gabriele Bavota:
Replication Package for: Studying the Usage of Text-To-Text Transfer Transformer to Support Code-Related Tasks. Zenodo, 2022 - [i9]Antonio Mastropaolo, Nathan Cooper, David Nader-Palacio, Simone Scalabrino, Denys Poshyvanyk, Rocco Oliveto, Gabriele Bavota:
Using Transfer Learning for Code-Related Tasks. CoRR abs/2206.08574 (2022) - 2021
- [c7]Madeleine Havranek, Carlos Bernal-Cárdenas, Nathan Cooper, Oscar Chaparro, Denys Poshyvanyk, Kevin Moran:
V2S: A Tool for Translating Video Recordings of Mobile App Usages into Replayable Scenarios. ICSE (Companion Volume) 2021: 65-68 - [c6]Nathan Cooper, Carlos Bernal-Cárdenas, Oscar Chaparro, Kevin Moran, Denys Poshyvanyk:
A Replication Package for It Takes Two to Tango: Combining Visual and Textual Information for Detecting Duplicate Video-Based Bug Reports. ICSE (Companion Volume) 2021: 160-161 - [c5]Antonio Mastropaolo, Simone Scalabrino, Nathan Cooper, David Nader-Palacio, Denys Poshyvanyk, Rocco Oliveto, Gabriele Bavota:
Studying the Usage of Text-To-Text Transfer Transformer to Support Code-Related Tasks. ICSE 2021: 336-347 - [c4]Nathan Cooper, Carlos Bernal-Cárdenas, Oscar Chaparro, Kevin Moran, Denys Poshyvanyk:
It Takes Two to TANGO: Combining Visual and Textual Information for Detecting Duplicate Video-Based Bug Reports. ICSE 2021: 957-969 - [c3]Matteo Ciniselli, Nathan Cooper, Luca Pascarella, Denys Poshyvanyk, Massimiliano Di Penta, Gabriele Bavota:
An Empirical Study on the Usage of BERT Models for Code Completion. MSR 2021: 108-119 - [i8]Nathan Cooper, Carlos Bernal-Cárdenas, Oscar Chaparro, Kevin Moran, Denys Poshyvanyk:
It Takes Two to Tango: Combining Visual and Textual Information for Detecting Duplicate Video-Based Bug Reports. CoRR abs/2101.09194 (2021) - [i7]Antonio Mastropaolo, Simone Scalabrino, Nathan Cooper, David Nader-Palacio, Denys Poshyvanyk, Rocco Oliveto, Gabriele Bavota:
Studying the Usage of Text-To-Text Transfer Transformer to Support Code-Related Tasks. CoRR abs/2102.02017 (2021) - [i6]Madeleine Havranek, Carlos Bernal-Cárdenas, Nathan Cooper, Oscar Chaparro, Denys Poshyvanyk, Kevin Moran:
V2S: A Tool for Translating Video Recordings of Mobile App Usages into Replayable Scenarios. CoRR abs/2103.04531 (2021) - [i5]Matteo Ciniselli, Nathan Cooper, Luca Pascarella, Denys Poshyvanyk, Massimiliano Di Penta, Gabriele Bavota:
An Empirical Study on the Usage of BERT Models for Code Completion. CoRR abs/2103.07115 (2021) - [i4]Amit Seal Ami, Nathan Cooper, Kaushal Kafle, Kevin Moran, Denys Poshyvanyk, Adwait Nadkarni:
Why Crypto-detectors Fail: A Systematic Evaluation of Cryptographic Misuse Detection Techniques. CoRR abs/2107.07065 (2021) - [i3]Matteo Ciniselli, Nathan Cooper, Luca Pascarella, Antonio Mastropaolo, Emad Aghajani, Denys Poshyvanyk, Massimiliano Di Penta, Gabriele Bavota:
An Empirical Study on the Usage of Transformer Models for Code Completion. CoRR abs/2108.01585 (2021) - 2020
- [c2]Carlos Bernal-Cárdenas, Nathan Cooper, Kevin Moran, Oscar Chaparro, Andrian Marcus, Denys Poshyvanyk:
Translating video recordings of mobile app usages into replayable scenarios. ICSE 2020: 309-321 - [c1]Saul Schaffer, Emily Wang, Nathan Cooper, Bo Li, Fatma Zeynep Temel, Ozan Akkus, Victoria A. Webster-Wood:
Ultra Low-Cost Printable Folding Robots. IROS 2020: 3726-3731 - [i2]Carlos Bernal-Cárdenas, Nathan Cooper, Kevin Moran, Oscar Chaparro, Andrian Marcus, Denys Poshyvanyk:
Translating Video Recordings of Mobile App Usages into Replayable Scenarios. CoRR abs/2005.09057 (2020) - [i1]Cody Watson, Nathan Cooper, David Nader-Palacio, Kevin Moran, Denys Poshyvanyk:
A Systematic Literature Review on the Use of Deep Learning in Software Engineering Research. CoRR abs/2009.06520 (2020)
2010 – 2019
- 2014
- [j1]Nathan Cooper, Andrew Swan, David Townend:
A confluence of new technology and the right to water: experience and potential from South Africa's constitution and commons. Ethics Inf. Technol. 16(2): 119-134 (2014)
Coauthor Index
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