62 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- University of OsloNO4 papers
- Simula Research LaboratoryNO3 papers
- KTH Royal Institute of TechnologySE2 papers
- National University of SingaporeSG2 papers
- Shandong UniversityCN2 papers
- SINTEFNO2 papers
- University of CambridgeGB2 papers
- University of PerugiaIT2 papers
- University of South-Eastern NorwayNO2 papers
- AI Sweden1 paper
- Bank of JapanJP1 paper
- Buskerud University CollegeNO1 paper
4 papers · 1 filter
A Comparative Study on Large Language Models for Log Parsing
Merve Astekin, Max Hort, Leon Moonen
Background: Log messages provide valuable information about the status of software systems. This information is provided in an unstructured fashion and automated approaches are app…
The EarlyBIRD Catches the Bug: On Exploiting Early Layers of Encoder Models for More Efficient Code Classification
Anastasiia Grishina, Max Hort, Leon Moonen
The use of modern Natural Language Processing (NLP) techniques has shown to be beneficial for software engineering tasks, such as vulnerability detection and type inference. Howeve…
Fully Autonomous Programming with Large Language Models
Vadim Liventsev, Anastasiia Grishina, Aki Härmä +1
Current approaches to program synthesis with Large Language Models (LLMs) exhibit a "near miss syndrome": they tend to generate programs that semantically resemble the correct answ…
Agile Information System Development Organizations Transforming to Large-Scale Collaboration
Marius Mikalsen, Nils Brede Moe, Sut I Wong +1
We report findings from a case study of a large agile information systems development (ISD) organization`s sudden transformation to distributed, digital work in the context of the…