On the Generalizability of Transformer Models to Code Completions of Different Lengths (ICSME 2024 - Research Track) - ICSME 2024

Sun 6 - Fri 11 October 2024

Who

Nathan Cooper, Rosalia Tufano, Gabriele Bavota, Denys Poshyvanyk

Track

ICSME 2024 Research Track

Time Zone

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When

Wed 9 Oct 2024 13:45 - 14:00 at Abineau - Session 3: Code Completion, Generation, and Summarization Chair(s): Gabriele Bavota

Nathan Cooper

Rosalia Tufano

Università della Svizzera Italiana

Switzerland

Gabriele Bavota

Software Institute @ Università della Svizzera Italiana

Switzerland

Denys Poshyvanyk

William & Mary

Time Zone

The program is currently displayed in (GMT-07:00) Arizona.

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The GMT offsets shown reflect the offsets at the moment of the conference.

Time Band

By setting a time band, the program will dim events that are outside this time window. This is useful for (virtual) conferences with a continuous program (with repeated sessions).
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Session Program

Wed 9 Oct
Displayed time zone: Arizona change

	13:30 - 15:00	Session 3: Code Completion, Generation, and SummarizationResearch Track / Industry Track at Abineau Chair(s): Gabriele Bavota Software Institute @ Università della Svizzera Italiana

	13:30 15m		Deep Learning-based Code Completion: On the Impact on Performance of Contextual InformationResearch Track Paper Research Track Matteo Ciniselli Università della Svizzera Italiana, Luca Pascarella ETH Zurich, Gabriele Bavota Software Institute @ Università della Svizzera Italiana
	13:45 15m		On the Generalizability of Transformer Models to Code Completions of Different LengthsResearch Track Paper Research Track Nathan Cooper , Rosalia Tufano Università della Svizzera Italiana, Gabriele Bavota Software Institute @ Università della Svizzera Italiana, Denys Poshyvanyk William & Mary
	14:00 15m		Can Developers Prompt? A Controlled Experiment for Code Documentation GenerationOpen Research ObjectResearch Object ReviewedResearch Track Paper Research Track Hans-Alexander Kruse Universität Hamburg, Tim Puhlfürß Universität Hamburg, Walid Maalej University of Hamburg
	14:15 15m		Icing on the Cake: Automatic Code Summarization at EricssonIndustry Track Paper Industry Track Giriprasad Sridhara IBM Research Labs, Sujoy Roychowdhury Ericsson R&D, Sumit Soman Ericsson R&D, Ranjani H G Ericsson R&D, Ricardo Britto Ericsson / Blekinge Institute of Technology Pre-print
	14:30 10m		Precos: Project-specific Retrieval for Better Code SummarizationResearch Track Paper Research Track Tingwei Zhu Nanjing University, Zhong Li , Tian Zhang Nanjing University, Minxue Pan Nanjing University, Xuandong Li Nanjing University
	14:40 10m		Improving Retrieval-Augmented Code Comment Generation by Retrieving for GenerationResearch Track Paper Research Track Lu Hanzhen , Zhongxin Liu Zhejiang University