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09/05/2023
Revisiting File Context for Source Code Summarization
Source code summarization is the task of writing natural language descri...
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08/28/2023
Distilled GPT for Source Code Summarization
A code summary is a brief natural language description of source code. S...
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08/26/2023
Modeling Programmer Attention as Scanpath Prediction
This paper launches a new effort at modeling programmer attention by pre...
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08/14/2023
Semantic Similarity Loss for Neural Source Code Summarization
This paper presents an improved loss function for neural source code sum...
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07/21/2023
Statement-based Memory for Neural Source Code Summarization
Source code summarization is the task of writing natural language descri...
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05/24/2023
Towards Fine-Grained Localization of Privacy Behaviors
Mobile applications are required to give privacy notices to users when t...
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05/16/2023
Towards Modeling Human Attention from Eye Movements for Neural Source Code Summarization
Neural source code summarization is the task of generating natural langu...
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05/15/2023
A Language Model of Java Methods with Train/Test Deduplication
This tool demonstration presents a research toolkit for a language model...
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03/28/2023
Label Smoothing Improves Neural Source Code Summarization
Label smoothing is a regularization technique for neural networks. Norma...
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04/04/2022
Semantic Similarity Metrics for Evaluating Source Code Summarization
Source code summarization involves creating brief descriptions of source...
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01/24/2022
Generating Clarifying Questions for Query Refinement in Source Code Search
In source code search, a common information-seeking strategy involves pr...
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07/26/2021
Dialogue Management for Interactive API Search
API search involves finding components in an API that are relevant to a ...
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07/23/2021
Ensemble Models for Neural Source Code Summarization of Subroutines
A source code summary of a subroutine is a brief description of that sub...
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06/23/2021
A Wizard of Oz Study Simulating API Usage Dialogues with a Virtual Assistant
Virtual Assistant technology is rapidly proliferating to improve product...
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03/22/2021
Project-Level Encoding for Neural Source Code Summarization of Subroutines
Source code summarization of a subroutine is the task of writing a short...
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01/11/2021
A Neural Question Answering System for Basic Questions about Subroutines
A question answering (QA) system is a type of conversational AI that gen...
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01/07/2021
Action Word Prediction for Neural Source Code Summarization
Source code summarization is the task of creating short, natural languag...
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04/10/2020
Improved Automatic Summarization of Subroutines via Attention to File Context
Software documentation largely consists of short, natural language summa...
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04/06/2020
Improved Code Summarization via a Graph Neural Network
Automatic source code summarization is the task of generating natural la...
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01/27/2020
The Apiza Corpus: API Usage Dialogues with a Simulated Virtual Assistant
Virtual assistant technology has the potential to make a significant imp...
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12/21/2019
Automatically Extracting Subroutine Summary Descriptions from Unstructured Comments
Summary descriptions of subroutines are short (usually one-sentence) nat...
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04/04/2019
Recommendations for Datasets for Source Code Summarization
Source Code Summarization is the task of writing short, natural language...
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02/28/2019
EyeDoc: Documentation Navigation with Eye Tracking
We demonstrate EyeDoc, a tool for navigating software documentation with...
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02/05/2019
A Neural Model for Generating Natural Language Summaries of Program Subroutines
Source code summarization -- creating natural language descriptions of s...
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06/13/2018
Detecting Speech Act Types in Developer Question/Answer Conversations During Bug Repair
This paper targets the problem of speech act detection in conversations ...
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06/05/2018
Adapting Neural Text Classification for Improved Software Categorization
Software Categorization is the task of organizing software into groups t...
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08/30/2017