ASE 2019 (series) / Demonstrations /
CocoQa: Question Answering for Coding Conventions over Knowledge Graphs
Tue 12 Nov 2019 15:10 - 15:20 at Cortez 2&3 - Natural Language and Human Aspects Chair(s): Bogdan Vasilescu
Thu 14 Nov 2019 10:00 - 10:40 at Kensington Ballroom - Poster Session: Tool Demonstrations 3
Thu 14 Nov 2019 10:00 - 10:40 at Kensington Ballroom - Poster Session: Tool Demonstrations 3
Coding convention plays an important role in guaranteeing software quality. However, coding conventions are usually informally presented and inconvenient for programmers to use. In this paper, we present CocoQa, a system that answers programmer’s questions about coding conventions. CocoQa answers questions by querying a knowledge graph for coding conventions. It employs 1) a subgraph matching algorithm that parses the question into a SPARQL query, and 2) a machine comprehension algorithm that uses an end-to-end neural network to detect answers from searched paragraphs. We have imple- mented CocoQa, and evaluated it on a coding convention QA dataset. The results show that CocoQa can answer questions about coding conventions precisely. In particular, CocoQa can achieve a precision of 82.92% and a recall of 91.10%. Repository: https://github.com/14dtj/CocoQa/ Video: https://youtu.be/VQaXi1WydAU
Tue 12 NovDisplayed time zone: Tijuana, Baja California change
Tue 12 Nov
Displayed time zone: Tijuana, Baja California change
13:40 - 15:20 | Natural Language and Human AspectsResearch Papers / Demonstrations / Journal First Presentations at Cortez 2&3 Chair(s): Bogdan Vasilescu Carnegie Mellon University | ||
13:40 20mTalk | Discovering, Explaining and Summarizing Controversial Discussions in Community Q&A Sites Research Papers Xiaoxue Ren Zhejiang University, Zhenchang Xing Australia National University, Xin Xia Monash University, Guoqiang Li Shanghai Jiao Tong University, JianLing Sun Zhejiang University Pre-print | ||
14:00 20mTalk | Automating App Review Response Generation Research Papers Cuiyun Gao Nanyang Technological University, Singapore, Jichuan Zeng The Chinese University of Hong Kong, Xin Xia Monash University, David Lo Singapore Management University, Michael Lyu The Chinese University of Hong Kong, Irwin King The Chinese University of Hong Kong Pre-print | ||
14:20 20mTalk | Automatic Generation of Pull Request DescriptionsACM SIGSOFT Distinguished Paper Award Research Papers Zhongxin Liu Zhejiang University, Xin Xia Monash University, Christoph Treude The University of Adelaide, David Lo Singapore Management University, Shanping Li Zhejiang University Pre-print | ||
14:40 20mTalk | Recommending Who to Follow in the Software Engineering Twitter Space Journal First Presentations Abhishek Sharma Singapore Management University, Singapore, Yuan Tian Queens University, Kingston, Canada, Agus Sulistya School of Information Systems, Singapore Management University, Dinusha Wijedasa School of Information Systems, Singapore Management University, David Lo Singapore Management University Pre-print | ||
15:00 10mDemonstration | Developer Reputation Estimator (DRE) Demonstrations Sadika Amreen University of Tennessee Knoxville, Andrey Karnauch University of Tennessee Knoxville, Audris Mockus University of Tennessee - Knoxville | ||
15:10 10mDemonstration | CocoQa: Question Answering for Coding Conventions over Knowledge Graphs Demonstrations Tianjiao Du Shanghai JiaoTong University, Junming Cao Shanghai JiaoTong University, Qinyue Wu Shanghai JiaoTong University, Wei Li Shanghai JiaoTong University, Beijun Shen School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Yuting Chen Shanghai Jiao Tong University | ||
Thu 14 NovDisplayed time zone: Tijuana, Baja California change
Thu 14 Nov
Displayed time zone: Tijuana, Baja California change
10:00 - 10:40 | |||
10:00 40mDemonstration | PraPR: Practical Program Repair via Bytecode Mutation Demonstrations | ||
10:00 40mDemonstration | Kotless: a Serverless Framework for Kotlin Demonstrations Vladislav Tankov JetBrains, ITMO University, Yaroslav Golubev JetBrains Research, Timofey Bryksin JetBrains Research, Saint-Petersburg State University | ||
10:00 40mDemonstration | PeASS: A Tool for Identifying Performance Changes at Code Level Demonstrations David Georg Reichelt Universität Leipzig, Stefan Kühne Universität Leipzig, Wilhelm Hasselbring Kiel University Pre-print Media Attached File Attached | ||
10:00 40mDemonstration | MutAPK: Source-Codeless Mutant Generation for Android Apps Demonstrations Camilo Escobar-Velásquez Universidad de los Andes, Michael Osorio-Riaño Universidad de los Andes, Mario Linares-Vásquez Systems and Computing Engineering Department , Universidad de los Andes , Bogotá, Colombia | ||
10:00 40mDemonstration | CocoQa: Question Answering for Coding Conventions over Knowledge Graphs Demonstrations Tianjiao Du Shanghai JiaoTong University, Junming Cao Shanghai JiaoTong University, Qinyue Wu Shanghai JiaoTong University, Wei Li Shanghai JiaoTong University, Beijun Shen School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Yuting Chen Shanghai Jiao Tong University | ||
10:00 3mDemonstration | Humanoid: A Deep Learning-based Approach to Automated Black-box Android App Testing Demonstrations Yuanchun Li Peking University, Ziyue Yang Peking University, Yao Guo Peking University, Xiangqun Chen Peking University | ||
10:00 40mDemonstration | Developer Reputation Estimator (DRE) Demonstrations Sadika Amreen University of Tennessee Knoxville, Andrey Karnauch University of Tennessee Knoxville, Audris Mockus University of Tennessee - Knoxville | ||
10:00 40mDemonstration | NeuralVis: Visualizing and Interpreting Deep Learning Models Demonstrations Xufan Zhang State Key Laboratory for Novel Software Technology Nanjing University, Nanjing, China, Ziyue Yin State Key Laboratory for Novel Software Technology Nanjing University, Nanjing, China, Yang Feng University of California, Irvine, Qingkai Shi Hong Kong University of Science and Technology, Jia Liu State Key Laboratory for Novel Software Technology Nanjing University, Nanjing, China, Zhenyu Chen Nanjing University | ||
10:00 40mDemonstration | Visual Analytics for Concurrent Java Executions Demonstrations Cyrille Artho KTH Royal Institute of Technology, Sweden, Monali Pande KTH Royal Institute of Technology, Qiyi Tang University of Oxford | ||
10:00 40mDemonstration | Sip4J: Statically Inferring Access Permission Contracts for Parallelising Sequential Java Programs Demonstrations Ayesha Sadiq Monash University, Li Li Monash University, Australia, Yuan-Fang Li Monash University, Ijaz Ahmed University of Lahore, Sea Ling Monash University | ||
10:00 40mDemonstration | SWAN_ASSIST: Semi-Automated Detection of Code-Specific, Security-Relevant Methods Demonstrations Goran Piskachev Fraunhofer IEM, Lisa Nguyen Quang Do Google, Oshando Johnson Fraunhofer IEM, Eric Bodden Heinz Nixdorf Institut, Paderborn University and Fraunhofer IEM Pre-print Media Attached File Attached | ||
10:00 40mDemonstration | VisFuzz: Understanding and Intervening Fuzzing with Interactive Visualization Demonstrations Chijin Zhou Tsinghua University, Mingzhe Wang Tsinghua University, Jie Liang Tsinghua University, Zhe Liu Nanjing University of Aeronautics and Astronautics, Chengnian Sun Waterloo University, Yu Jiang Tsinghua University | ||