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ICSE 2022
Sun 8 - Fri 27 May 2022
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Sun 8 May

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07:00 - 07:10
Opening SessionNLBSE at NLBSE room
Chair(s): Andrea Di Sorbo University of Sannio, Sebastiano Panichella Zurich University of Applied Sciences
07:10 - 08:10
KeynoteNLBSE at NLBSE room
07:10
60m
Keynote
Deep Learning & Software Engineering: Past, Present and Future
NLBSE
Denys Poshyvanyk William and Mary
08:10 - 08:30
BreakNLBSE at NLBSE room
Chair(s): Andrea Di Sorbo University of Sannio, Sebastiano Panichella Zurich University of Applied Sciences
08:30 - 09:40
Paper Session 1NLBSE at NLBSE room
Chair(s): Andrea Di Sorbo University of Sannio, Sebastiano Panichella Zurich University of Applied Sciences
08:30
20m
Talk
Unsupervised Extreme Multi Label Classification of Stack Overflow Posts
NLBSE
Peter Devine The University of Auckland, Kelly Blincoe University of Auckland
08:50
20m
Talk
Understanding Digits in Identifier Names: An Exploratory Study
NLBSE
Anthony Peruma Rochester Institute of Technology, Christian D. Newman Rochester Institute of Technology
Pre-print Media Attached
09:10
15m
Talk
From Zero to Hero: Generating Training Data for Question-To-Cypher Models
NLBSE
Dominik Opitz Bonn-Rhein-Sieg University oAS, Nico Hochgeschwender Hochschule Bonn-Rhein-Sieg
09:25
15m
Talk
Automatic Identification of Informative Code in Stack Overflow Posts
NLBSE
Preetha Chatterjee Drexel University, USA
09:40 - 09:50
BreakNLBSE at NLBSE room
Chair(s): Andrea Di Sorbo University of Sannio, Sebastiano Panichella Zurich University of Applied Sciences
09:50 - 11:00
Tool CompetitionNLBSE at NLBSE room
Chair(s): Oscar Chaparro College of William & Mary, Rafael Kallis Rafael Kallis Consulting
09:50
10m
Talk
Competition description
NLBSE
Oscar Chaparro College of William & Mary, Rafael Kallis Rafael Kallis Consulting
10:00
10m
Talk
Issue Report Classification Using Pre-trained Language Models
NLBSE
Giuseppe Colavito , Filippo Lanubile University of Bari, Nicole Novielli University of Bari
10:10
10m
Talk
BERT-Based GitHub Issue Report Classification
NLBSE
Mohammed Latif Siddiq University of Notre Dame, Joanna C. S. Santos University of Notre Dame
10:20
10m
Talk
Predicting Issue Types with seBERT
NLBSE
Alexander Trautsch Germany, Steffen Herbold TU Clausthal
10:30
10m
Talk
GitHub Issue Classification Using BERT-Style Models
NLBSE
Shikhar Bharadwaj Indian Institute of Science, Tushar Kadam Indian Institute of Science
10:40
10m
Talk
CatIss: An Intelligent Tool for Categorizing Issues reports using Transformers
NLBSE
Maliheh Izadi Delft University of Technology
10:50
10m
Panel
Panel discussion
NLBSE

11:00 - 11:20
BreakNLBSE at NLBSE room
Chair(s): Andrea Di Sorbo University of Sannio, Sebastiano Panichella Zurich University of Applied Sciences
11:20 - 12:45
Paper Session 2NLBSE at NLBSE room
Chair(s): Andrea Di Sorbo University of Sannio, Sebastiano Panichella Zurich University of Applied Sciences
11:20
10m
Talk
On the Evaluation of NLP-based Models for Software Engineering
NLBSE
Maliheh Izadi Delft University of Technology, Matin Nili Ahmadabadi University of Tehran
11:30
20m
Talk
Identification of Intra-Domain Ambiguity using Transformer-based Machine Learning
NLBSE
Ambarish Moharil Eindhoven University of Technology, Arpit Sharma
11:50
20m
Talk
Can NMT Understand Me? Towards Perturbation-based Evaluation of NMT Models for Code Generation
NLBSE
Pietro Liguori University of Naples Federico II, Cristina Improta University of Naples Federico II, Simona De Vivo University of Naples Federico II, Roberto Natella Federico II University of Naples, Bojan Cukic University of North Carolina at Charlotte, Domenico Cotroneo University of Naples Federico II
12:10
20m
Talk
Supporting Systematic Literature Reviews Using Deep-Learning-Based Language Models
NLBSE
Rand Alchokr Otto von Guericke University, Manoj Borkar , Sharanya Thotadarya otto von Guericke University, Thomas Leich Harz University of Applied Sciences, Germany, Gunter Saake Otto von Guericke University
12:30
15m
Talk
Story Point Level Classification by Text Level Graph Neural Network
NLBSE
Hung Phan , Ali Jannesari Iowa State University
12:45 - 13:00
ClosingNLBSE at NLBSE room
Chair(s): Andrea Di Sorbo University of Sannio, Sebastiano Panichella Zurich University of Applied Sciences