It's All in The [MASK]: Simple Instruction-Tuning Enables BERT-like Masked Language Models As Generative Classifiers

Authors: Clavié, Benjamin, Cooper, Nathan, Warner, Benjamin

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2502.03793

On the Generalizability of Transformer Models to Code Completions of Different Lengths

Authors: Cooper, Nathan, Tufano, Rosalia, Bavota, Gabriele, Poshyvanyk, Denys

Source: 2024 IEEE International Conference on Software Maintenance and Evolution (ICSME) ICSME Software Maintenance and Evolution (ICSME), 2024 IEEE International Conference on. :375-387 Oct, 2024

Relation: 2024 IEEE International Conference on Software Maintenance and Evolution (ICSME)

On the Generalizability of Transformer Models to Code Completions of Different Lengths

Authors: Cooper, Nathan, Tufano, Rosalia, Bavota, Gabriele, Poshyvanyk, Denys

Subject Terms: Computer Science - Software Engineering

Access URL: http://arxiv.org/abs/2501.05051

Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Authors: Warner, Benjamin, Chaffin, Antoine, Clavié, Benjamin, Weller, Orion, Hallström, Oskar, Taghadouini, Said, Gallagher, Alexis, Biswas, Raja, Ladhak, Faisal, Aarsen, Tom, Cooper, Nathan, Adams, Griffin, Howard, Jeremy, Poli, Iacopo

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2412.13663

Semantic GUI Scene Learning and Video Alignment for Detecting Duplicate Video-based Bug Reports

Authors: Yan, Yanfu, Cooper, Nathan, Chaparro, Oscar, Moran, Kevin, Poshyvanyk, Denys

Source: 2024 IEEE/ACM 46th International Conference on Software Engineering (ICSE) ICSE Software Engineering (ICSE), 2024 IEEE/ACM 46th International Conference on. :2868-2880 Apr, 2024

Relation: 2024 IEEE/ACM 46th International Conference on Software Engineering (ICSE)

Rephrasing natural text data with different languages and quality levels for Large Language Model pre-training

Authors: Pieler, Michael, Bellagente, Marco, Teufel, Hannah, Phung, Duy, Cooper, Nathan, Tow, Jonathan, Rocha, Paulo, Adithyan, Reshinth, Alyafeai, Zaid, Pinnaparaju, Nikhil, Zhuravinskyi, Maksym, Riquelme, Carlos

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2410.20796

Five-fold precision enhancement in a cold atom experiment via adaptive symmetry-informed Bayesian strategies

Authors: Overton, Matt, Rubio, Jesús, Cooper, Nathan, Baldolini, Daniele, Johnson, David, Anders, Janet, Hackermüller, Lucia

Subject Terms: Quantum Physics, Physics - Atomic Physics, Physics - Data Analysis, Statistics and Probability

Access URL: http://arxiv.org/abs/2410.10615

Additive Manufacturing of functionalised atomic vapour cells for next-generation quantum technologies

Authors: Wang, Feiran, Cooper, Nathan, He, Yinfeng, Hopton, Benjamin, Johnson, David, Zhao, Peng, Fromhold, T. Mark, Tuck, Christopher J., Hague, Richard, Wildman, Ricky D., Turyanska, Lyudmila, Hackermüller, Lucia

Subject Terms: Physics - Atomic Physics, Physics - Optics, Quantum Physics

Access URL: http://arxiv.org/abs/2406.15255

Perplexed: Understanding When Large Language Models are Confused

Authors: Cooper, Nathan, Scholak, Torsten

Subject Terms: Computer Science - Software Engineering

Access URL: http://arxiv.org/abs/2404.06634

Stable Code Technical Report

Authors: Pinnaparaju, Nikhil, Adithyan, Reshinth, Phung, Duy, Tow, Jonathan, Baicoianu, James, Datta, Ashish, Zhuravinskyi, Maksym, Mahan, Dakota, Bellagente, Marco, Riquelme, Carlos, Cooper, Nathan

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2404.01226

Stable LM 2 1.6B Technical Report

Authors: Bellagente, Marco, Tow, Jonathan, Mahan, Dakota, Phung, Duy, Zhuravinskyi, Maksym, Adithyan, Reshinth, Baicoianu, James, Brooks, Ben, Cooper, Nathan, Datta, Ashish, Lee, Meng, Mostaque, Emad, Pieler, Michael, Pinnaparju, Nikhil, Rocha, Paulo, Saini, Harry, Teufel, Hannah, Zanichelli, Niccolo, Riquelme, Carlos

Subject Terms: Computer Science - Computation and Language, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/2402.17834

Intelligent Software Tooling for Improving Software Development

Authors: Cooper, Nathan

Subject Terms: Computer Science - Software Engineering, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2310.10921

MASC: A Tool for Mutation-Based Evaluation of Static Crypto-API Misuse Detectors

Authors: Ami, Amit Seal, Ahmed, Syed Yusuf, Redoy, Radowan Mahmud, Cooper, Nathan, Kafle, Kaushal, Moran, Kevin, Poshyvanyk, Denys, Nadkarni, Adwait

Subject Terms: Computer Science - Cryptography and Security, Computer Science - Software Engineering

Access URL: http://arxiv.org/abs/2308.02310

Why Crypto-detectors Fail: A Systematic Evaluation of Cryptographic Misuse Detection Techniques

Authors: Ami, Amit Seal, Cooper, Nathan, Kafle, Kaushal, Moran, Kevin, Poshyvanyk, Denys, Nadkarni, Adwait

Source: 2022 IEEE Symposium on Security and Privacy (SP) SP Security and Privacy (SP), 2022 IEEE Symposium on. :614-631 May, 2022

Relation: 2022 IEEE Symposium on Security and Privacy (SP)

Can We Automatically Fix Bugs by Learning Edit Operations?

Authors: Connor, Aidan, Harris, Aaron, Cooper, Nathan, Poshyvanyk, Denys

Source: 2022 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER) SANER Software Analysis, Evolution and Reengineering (SANER),2022 IEEE International Conference on. :782-792 Mar, 2022

Relation: 2022 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER)

Gravitationally-induced entanglement in cold atoms

Authors: Howl, Richard, Cooper, Nathan, Hackermüller, Lucia

Subject Terms: Quantum Physics, General Relativity and Quantum Cosmology

Access URL: http://arxiv.org/abs/2304.00734

Toward a Theory of Causation for Interpreting Neural Code Models

Authors: Palacio, David N., Velasco, Alejandro, Cooper, Nathan, Rodriguez, Alvaro, Moran, Kevin, Poshyvanyk, Denys

Subject Terms: Computer Science - Software Engineering, Computer Science - Artificial Intelligence, Computer Science - Machine Learning, Statistics - Methodology

Access URL: http://arxiv.org/abs/2302.03788

Translating Video Recordings of Complex Mobile App UI Gestures into Replayable Scenarios

Authors: Bernal-Cárdenas, Carlos, Cooper, Nathan, Havranek, Madeleine, Moran, Kevin, Chaparro, Oscar, Poshyvanyk, Denys, Marcus, Andrian

Subject Terms: Computer Science - Software Engineering

Access URL: http://arxiv.org/abs/2301.01191

V2S: A Tool for Translating Video Recordings of Mobile App Usages into Replayable Scenarios

Authors: Havranek, Madeleine, Bernal-Cardenas, Carlos, Cooper, Nathan, Chaparro, Oscar, Poshyvanyk, Denys, Moran, Kevin

Source: 2021 IEEE/ACM 43rd International Conference on Software Engineering: Companion Proceedings (ICSE-Companion) ICSE-COMPANION Software Engineering: Companion Proceedings (ICSE-Companion), 2021 IEEE/ACM 43rd International Conference on. :65-68 May, 2021

Relation: 2021 IEEE/ACM 43rd International Conference on Software Engineering: Companion Proceedings (ICSE-Companion)

It Takes Two to Tango: Combining Visual and Textual Information for Detecting Duplicate Video-Based Bug Reports

Authors: Cooper, Nathan, Bernal-Cardenas, Carlos, Chaparro, Oscar, Moran, Kevin, Poshyvanyk, Denys

Source: 2021 IEEE/ACM 43rd International Conference on Software Engineering (ICSE) ICSE Software Engineering (ICSE), 2021 IEEE/ACM 43rd International Conference on. :957-969 May, 2021

Relation: 2021 IEEE/ACM 43rd International Conference on Software Engineering (ICSE)