Nathan Cooper

42 papers A* 5A 4Journal 29Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
It is all in the [MASK]: Simple instruction-tuning enables BERT-like masked language models as generative classifiers.
Nat. Lang. Process. J.
Benjamin Clavié, Nathan Cooper, Benjamin Warner
2025 J jnl
It's All in The [MASK]: Simple Instruction-Tuning Enables BERT-like Masked Language Models As Generative Classifiers.
CoRR
Benjamin Clavié, Nathan Cooper, Benjamin Warner
2025 J jnl
On the Generalizability of Transformer Models to Code Completions of Different Lengths.
CoRR
Nathan Cooper, Rosalia Tufano, Gabriele Bavota, Denys Poshyvanyk
2024 J jnl
Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs.
Proc. ACM Softw. Eng.
Yanfu Yan, Nathan Cooper, Kevin Moran, Gabriele Bavota, Denys Poshyvanyk, Steve Rich
2024 A conf
On the Generalizability of Transformer Models to Code Completions of Different Lengths.
ICSME
Nathan Cooper, Rosalia Tufano, Gabriele Bavota, Denys Poshyvanyk
2024 J jnl
Perplexed: Understanding When Large Language Models are Confused.
CoRR
Nathan Cooper, Torsten Scholak
2024 — conf
Rephrasing natural text data with different languages and quality levels for Large Language Model pre-training.
ENLSP
Michael Pieler, Marco Bellagente, Hannah Teufel, Duy Phung, Nathan Cooper, Jonathan Tow, Paulo Rocha, Reshinth Adithyan, Zaid Alyafeai, Nikhil Pinnaparaju, Maksym Zhuravinskyi, Carlos Riquelme
2024 J jnl
Rephrasing natural text data with different languages and quality levels for Large Language Model pre-training.
CoRR
Michael Pieler, Marco Bellagente, Hannah Teufel, Duy Phung, Nathan Cooper, Jonathan Tow, Paulo Rocha, Reshinth Adithyan, Zaid Alyafeai, Nikhil Pinnaparaju, Maksym Zhuravinskyi, Carlos Riquelme
2024 A* conf
Semantic GUI Scene Learning and Video Alignment for Detecting Duplicate Video-based Bug Reports.
ICSE
Yanfu Yan, Nathan Cooper, Oscar Chaparro, Kevin Moran, Denys Poshyvanyk
2024 J jnl
Semantic GUI Scene Learning and Video Alignment for Detecting Duplicate Video-based Bug Reports.
CoRR
Yanfu Yan, Nathan Cooper, Oscar Chaparro, Kevin Moran, Denys Poshyvanyk
2024 J jnl
Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference.
CoRR
Benjamin Warner, Antoine Chaffin, Benjamin Clavié, Orion Weller, Oskar Hallström, Said Taghadouini, Alexis Gallagher, Raja Biswas, Faisal Ladhak, Tom Aarsen, Nathan Cooper, Griffin Adams, Jeremy Howard, Iacopo Poli
2024 J jnl
Stable Code Technical Report.
CoRR
Nikhil Pinnaparaju, Reshinth Adithyan, Duy Phung, Jonathan Tow, James Baicoianu, Ashish Datta, Maksym Zhuravinskyi, Dakota Mahan, Marco Bellagente, Carlos Riquelme, Nathan Cooper
2024 J jnl
Stable LM 2 1.6B Technical Report.
CoRR
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
2024 J jnl
Toward a Theory of Causation for Interpreting Neural Code Models.
IEEE Trans. Software Eng.
David Nader-Palacio, Alejandro Velasco, Nathan Cooper, Alvaro Rodriguez, Kevin Moran, Denys Poshyvanyk
2023 J jnl
Intelligent Software Tooling for Improving Software Development.
CoRR
Nathan Cooper
2023 — conf
MASC: A Tool for Mutation-Based Evaluation of Static Crypto-API Misuse Detectors.
ESEC/SIGSOFT FSE
Amit Seal Ami, Syed Yusuf Ahmed, Radowan Mahmud Redoy, Nathan Cooper, Kaushal Kafle, Kevin Moran, Denys Poshyvanyk, Adwait Nadkarni
2023 J jnl
MASC: A Tool for Mutation-Based Evaluation of Static Crypto-API Misuse Detectors.
CoRR
Amit Seal Ami, Syed Yusuf Ahmed, Radowan Mahmud Redoy, Nathan Cooper, Kaushal Kafle, Kevin Moran, Denys Poshyvanyk, Adwait Nadkarni
2023 J jnl
Toward a Theory of Causation for Interpreting Neural Code Models.
CoRR
David N. Palacio, Alejandro Velasco, Nathan Cooper, Alvaro Rodriguez, Kevin Moran, Denys Poshyvanyk
2023 J jnl
Translating Video Recordings of Complex Mobile App UI Gestures into Replayable Scenarios.
CoRR
Carlos Bernal-Cárdenas, Nathan Cooper, Madeleine Havranek, Kevin Moran, Oscar Chaparro, Denys Poshyvanyk, Andrian Marcus
2023 J jnl
Translating Video Recordings of Complex Mobile App UI Gestures into Replayable Scenarios.
IEEE Trans. Software Eng.
Carlos Bernal-Cárdenas, Nathan Cooper, Madeleine Havranek, Kevin Moran, Oscar Chaparro, Denys Poshyvanyk, Andrian Marcus
2023 J jnl
Using Transfer Learning for Code-Related Tasks.
IEEE Trans. Software Eng.
Antonio Mastropaolo, Nathan Cooper, David Nader-Palacio, Simone Scalabrino, Denys Poshyvanyk, Rocco Oliveto, Gabriele Bavota
2022 J jnl
A Systematic Literature Review on the Use of Deep Learning in Software Engineering Research.
ACM Trans. Softw. Eng. Methodol.
Cody Watson, Nathan Cooper, David Nader-Palacio, Kevin Moran, Denys Poshyvanyk
2022 J jnl
An Empirical Study on the Usage of Transformer Models for Code Completion.
IEEE Trans. Software Eng.
Matteo Ciniselli, Nathan Cooper, Luca Pascarella, Antonio Mastropaolo, Emad Aghajani, Denys Poshyvanyk, Massimiliano Di Penta, Gabriele Bavota
2022 A conf
Can We Automatically Fix Bugs by Learning Edit Operations?
SANER
Aidan Connor, Aaron Harris, Nathan Cooper, Denys Poshyvanyk
2022 J jnl
Using Transfer Learning for Code-Related Tasks.
CoRR
Antonio Mastropaolo, Nathan Cooper, David Nader-Palacio, Simone Scalabrino, Denys Poshyvanyk, Rocco Oliveto, Gabriele Bavota
2022 A* conf
Why Crypto-detectors Fail: A Systematic Evaluation of Cryptographic Misuse Detection Techniques.
SP
Amit Seal Ami, Nathan Cooper, Kaushal Kafle, Kevin Moran, Denys Poshyvanyk, Adwait Nadkarni
2021 — conf
A Replication Package for It Takes Two to Tango: Combining Visual and Textual Information for Detecting Duplicate Video-Based Bug Reports.
ICSE (Companion Volume)
Nathan Cooper, Carlos Bernal-Cárdenas, Oscar Chaparro, Kevin Moran, Denys Poshyvanyk
2021 A conf
An Empirical Study on the Usage of BERT Models for Code Completion.
MSR
Matteo Ciniselli, Nathan Cooper, Luca Pascarella, Denys Poshyvanyk, Massimiliano Di Penta, Gabriele Bavota
2021 J jnl
An Empirical Study on the Usage of BERT Models for Code Completion.
CoRR
Matteo Ciniselli, Nathan Cooper, Luca Pascarella, Denys Poshyvanyk, Massimiliano Di Penta, Gabriele Bavota
2021 J jnl
An Empirical Study on the Usage of Transformer Models for Code Completion.
CoRR
Matteo Ciniselli, Nathan Cooper, Luca Pascarella, Antonio Mastropaolo, Emad Aghajani, Denys Poshyvanyk, Massimiliano Di Penta, Gabriele Bavota
2021 A* conf
It Takes Two to TANGO: Combining Visual and Textual Information for Detecting Duplicate Video-Based Bug Reports.
ICSE
Nathan Cooper, Carlos Bernal-Cárdenas, Oscar Chaparro, Kevin Moran, Denys Poshyvanyk
2021 J jnl
It Takes Two to Tango: Combining Visual and Textual Information for Detecting Duplicate Video-Based Bug Reports.
CoRR
Nathan Cooper, Carlos Bernal-Cárdenas, Oscar Chaparro, Kevin Moran, Denys Poshyvanyk
2021 A* conf
Studying the Usage of Text-To-Text Transfer Transformer to Support Code-Related Tasks.
ICSE
Antonio Mastropaolo, Simone Scalabrino, Nathan Cooper, David Nader-Palacio, Denys Poshyvanyk, Rocco Oliveto, Gabriele Bavota
2021 J jnl
Studying the Usage of Text-To-Text Transfer Transformer to Support Code-Related Tasks.
CoRR
Antonio Mastropaolo, Simone Scalabrino, Nathan Cooper, David Nader-Palacio, Denys Poshyvanyk, Rocco Oliveto, Gabriele Bavota
2021 — conf
V2S: A Tool for Translating Video Recordings of Mobile App Usages into Replayable Scenarios.
ICSE (Companion Volume)
Madeleine Havranek, Carlos Bernal-Cárdenas, Nathan Cooper, Oscar Chaparro, Denys Poshyvanyk, Kevin Moran
2021 J jnl
V2S: A Tool for Translating Video Recordings of Mobile App Usages into Replayable Scenarios.
CoRR
Madeleine Havranek, Carlos Bernal-Cárdenas, Nathan Cooper, Oscar Chaparro, Denys Poshyvanyk, Kevin Moran
2021 J jnl
Why Crypto-detectors Fail: A Systematic Evaluation of Cryptographic Misuse Detection Techniques.
CoRR
Amit Seal Ami, Nathan Cooper, Kaushal Kafle, Kevin Moran, Denys Poshyvanyk, Adwait Nadkarni
2020 J jnl
A Systematic Literature Review on the Use of Deep Learning in Software Engineering Research.
CoRR
Cody Watson, Nathan Cooper, David Nader-Palacio, Kevin Moran, Denys Poshyvanyk
2020 J jnl
Translating Video Recordings of Mobile App Usages into Replayable Scenarios.
CoRR
Carlos Bernal-Cárdenas, Nathan Cooper, Kevin Moran, Oscar Chaparro, Andrian Marcus, Denys Poshyvanyk
2020 A* conf
Translating video recordings of mobile app usages into replayable scenarios.
ICSE
Carlos Bernal-Cárdenas, Nathan Cooper, Kevin Moran, Oscar Chaparro, Andrian Marcus, Denys Poshyvanyk
2020 A conf
Ultra Low-Cost Printable Folding Robots.
IROS
Saul Schaffer, Emily Wang, Nathan Cooper, Bo Li, Fatma Zeynep Temel, Ozan Akkus, Victoria A. Webster-Wood
2014 J jnl
A confluence of new technology and the right to water: experience and potential from South Africa's constitution and commons.
Ethics Inf. Technol.
Nathan Cooper, Andrew Swan, David Townend