ICSE 2024
Fri 12 - Sun 21 April 2024 Lisbon, Portugal
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Sat 20 Apr

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08:15 - 10:30
OpeningNLBSE at Maria Helena Vieira da Silva
Chair(s): Andrea Di Sorbo University of Sannio, Maliheh Izadi Delft University of Technology, Sebastiano Panichella Zurich University of Applied Sciences
09:15
15m
Day opening
Opening
NLBSE

09:30
60m
Keynote
Neuro-Symbolic Developer Tools for Analyzing, Executing, and Repairing Code
NLBSE
Michael Pradel University of Stuttgart
11:00 - 12:30
Tool CompetitionNLBSE at Glicínia Quartin
Chair(s): Ali Al-Kaswan Delft University of Technology, Netherlands, Oscar Chaparro William & Mary, Giuseppe Colavito University of Bari, Italy, Rafael Kallis Rafael Kallis Consulting, Luca Pascarella ETH Zurich, Pooja Rani University of Zurich
11:00
15m
Other
Tool Competition Opening
NLBSE
Rafael Kallis Rafael Kallis Consulting, Giuseppe Colavito University of Bari, Italy, Ali Al-Kaswan Delft University of Technology, Netherlands, Luca Pascarella ETH Zurich, Oscar Chaparro William & Mary, Pooja Rani University of Zurich
11:15
10m
Demonstration
Few-Shot Issue Report Classification with Adapters
NLBSE
Fahad Ebrahim The University of Warwick, Mike Joy University of Warwick
11:25
10m
Demonstration
Lessons from the NLBSE 2024 Competition: Towards Building Efficient Models for GitHub Issue Classification
NLBSE
Daniel Gómez-Barrera Universidad de los Andes, Luccas Rojas Becerra Universidad de los Andes, Juan Pinzón Roncancio Universidad de los Andes, David Ortiz Almanza Universidad de los Andes, Juan Arboleda Universidad de los Andes, Mario Linares-Vásquez Universidad de los Andes, Ruben Manrique Universidad de los Andes
11:35
10m
Demonstration
ClassifAI: Automating Issue Reports Classification using Pre-Trained BERT (Bidirectional Encoder Representations from Transformers) Models
NLBSE
Khubaib Amjad Alam National University of Computer and Emerging Sciences, Ashish Jumani National University of Computer and Emerging Sciences, Harris Aamir National University of Computer and Emerging Sciences, Islamabad, Pakistan, Muhammad Uzair National University of Computer and Emerging Sciences, Islamabad, Pakistan
11:45
10m
Demonstration
Text-To-Text Generation for Issue Report Classification
NLBSE
Gokul Rejithkumar TCS Research, Preethu Rose Anish TCS Research, Smita Ghaisas TCS Research
11:55
10m
Demonstration
Applying Large Language Models API to Issue Classification Problem
NLBSE
Gabriel Aracena Grand Canyon University, Kyle Luster Grand Canyon University, Fábio Santos , Igor Steinmacher Northern Arizona University, Marco Gerosa Northern Arizona University
12:05
10m
Demonstration
Dopamin: Transformer-based Comment Classifiers through Domain Post-Training and Multi-level Layer Aggregation
NLBSE
Nam Le Hai FPT Software AI Center, Nghi D. Q. Bui Fulbright University, Viet Nam
12:15
15m
Other
Tool Competition Closing
NLBSE
Rafael Kallis Rafael Kallis Consulting, Giuseppe Colavito University of Bari, Italy, Ali Al-Kaswan Delft University of Technology, Netherlands, Luca Pascarella ETH Zurich, Oscar Chaparro William & Mary, Pooja Rani University of Zurich
11:00 - 12:30
Session 1 - Language and code dynamicsNLBSE at Maria Helena Vieira da Silva
Chair(s): Andrea Di Sorbo University of Sannio, Maliheh Izadi Delft University of Technology, Sebastiano Panichella Zurich University of Applied Sciences
11:00
20m
Full-paper
Aligning Programming Language and Natural Language: Exploring Design Choices in Multi-Modal Transformer-Based Embedding for Bug Localization
NLBSE
Partha Chakraborty University of Waterloo, Venkatraman Arumugam University of Waterloo, Mei Nagappan University of Waterloo
11:20
20m
Full-paper
What’s in a Display Name? An Empirical Study on the Use of Display Names in Open-Source JUnit Tests
NLBSE
Yining Qiao University of Sheffield, José Miguel Rojas The University of Sheffield
11:40
15m
Short-paper
Software Vulnerability and Functionality Assessment using Large Language Models
NLBSE
Rasmus Ingemann Tuffeveson Jensen J.P. Morgan AI Research, Vali Tawosi J.P. Morgan AI Research, Salwa Alamir J.P. Morgan AI Research
11:55
15m
Short-paper
Towards Automatic Translation of Machine Learning Visual Insights to Analytical Assertions
NLBSE
Arumoy Shome Delft University of Technology, Luís Cruz Delft University of Technology, Arie van Deursen Delft University of Technology
14:00 - 15:30
Discussion Panel - Challenges and Opportunities of LLMsNLBSE at Maria Helena Vieira da Silva
Chair(s): Andrea Di Sorbo University of Sannio, Maliheh Izadi Delft University of Technology, Sebastiano Panichella Zurich University of Applied Sciences
14:15
5m
Other
Panel Introduction
NLBSE
Maliheh Izadi Delft University of Technology, Sebastiano Panichella Zurich University of Applied Sciences, Andrea Di Sorbo University of Sannio, Rafael Kallis Rafael Kallis Consulting
14:20
15m
Talk
Presentation of a Book on Security for LLMs
NLBSE
14:35
55m
Panel
Panel discussion
NLBSE
Maliheh Izadi Delft University of Technology, Sebastiano Panichella Zurich University of Applied Sciences, Andrea Di Sorbo University of Sannio, Rafael Kallis Rafael Kallis Consulting, Michael Pradel University of Stuttgart, Andrei Kucharavy , Arie van Deursen Delft University of Technology, Nicole Novielli University of Bari
16:00 - 17:30
Session 2 - Frontiers of collaborative developmentNLBSE at Maria Helena Vieira da Silva
Chair(s): Andrea Di Sorbo University of Sannio, Maliheh Izadi Delft University of Technology, Sebastiano Panichella Zurich University of Applied Sciences
16:00
20m
Full-paper
Unveiling Disparities: NLP Analysis of Software Industry and Vocational Education Gaps
NLBSE
Emil Bäckstrand Mid Sweden University, Rasmus Djupedal Mid Sweden University, Lena-Maria Öberg Mid Sweden University, Francisco Gomes de Oliveira Neto Chalmers | University of Gothenburg
16:20
15m
Short-paper
Towards LLM-Generated Code Tours for Onboarding
NLBSE
Martin Balfroid , Benoît Vanderose University of Namur, Xavier Devroey University of Namur
DOI Pre-print
16:35
15m
Short-paper
Automated Extraction of Compliance Elements in Software Engineering Contracts Using Natural Language Generation
NLBSE
Gokul Rejithkumar TCS Research, Preethu Rose Anish TCS Research, Pratik Sonar TCS Research, Smita Ghaisas TCS Research
16:50
20m
Full-paper
Emotion Classification In Software Engineering Texts: A Comparative Analysis of Pre-trained Transformers Language Models
NLBSE
Mia Mohammad Imran Virginia Commonwealth University
17:10
15m
Short-paper
Understanding Emojis :) in Useful Code Review Comments
NLBSE
Sharif Ahmed Boise State University, USA, Nasir Eisty Boise State University
17:25
5m
Day closing
Awards & Closing
NLBSE