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
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 Nov
13:40 - 15:20: Papers - Natural Language and Human Aspects at Cortez 2&3 Chair(s): Bogdan VasilescuCarnegie Mellon University | ||||||||||||||||||||||||||||||||||||||||||
13:40 - 14:00 Talk | Discovering, Explaining and Summarizing Controversial Discussions in Community Q&A Sites Xiaoxue RenZhejiang University, Zhenchang XingAustralia National University, Xin XiaMonash University, Guoqiang LiShanghai Jiao Tong University, Jianling SunZhejiang University Pre-print | |||||||||||||||||||||||||||||||||||||||||
14:00 - 14:20 Talk | Automating App Review Response Generation Cuiyun GaoNanyang Technological University, Singapore, Jichuan ZengThe Chinese University of Hong Kong, Xin XiaMonash University, David LoSingapore Management University, Michael LyuThe Chinese University of Hong Kong, Irwin KingThe Chinese University of Hong Kong Pre-print | |||||||||||||||||||||||||||||||||||||||||
14:20 - 14:40 Talk | Automatic Generation of Pull Request DescriptionsACM SIGSOFT Distinguished Paper Award Zhongxin LiuZhejiang University, Xin XiaMonash University, Christoph TreudeThe University of Adelaide, David LoSingapore Management University, Shanping LiZhejiang University Pre-print | |||||||||||||||||||||||||||||||||||||||||
14:40 - 15:00 Talk | Recommending Who to Follow in the Software Engineering Twitter Space Abhishek Sharma Singapore Management University, Singapore, Yuan TianQueens University, Kingston, Canada, Agus SulistyaSchool of Information Systems, Singapore Management University, Dinusha WijedasaSchool of Information Systems, Singapore Management University, David LoSingapore Management University Pre-print | |||||||||||||||||||||||||||||||||||||||||
15:00 - 15:10 Demonstration | Developer Reputation Estimator (DRE) Sadika AmreenUniversity of Tennessee Knoxville, Andrey KarnauchUniversity of Tennessee Knoxville, Audris MockusUniversity of Tennessee - Knoxville | |||||||||||||||||||||||||||||||||||||||||
15:10 - 15:20 Demonstration | CocoQa: Question Answering for Coding Conventions over Knowledge Graphs Tianjiao DuShanghai JiaoTong University, Junming CaoShanghai JiaoTong University, Qinyue WuShanghai JiaoTong University, Wei LiShanghai JiaoTong University, Beijun ShenSchool of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Yuting ChenShanghai Jiao Tong University |
Thu 14 Nov
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10:00 - 10:40 Demonstration | Kotless: a Serverless Framework for Kotlin Vladislav TankovJetBrains, ITMO University, Yaroslav GolubevJetBrains Research, ITMO University, Timofey BryksinJetBrains Research, Saint-Petersburg State University | |||||||||||||||||||||||||||||||||||||||||
10:00 - 10:40 Demonstration | PeASS: A Tool for Identifying Performance Changes at Code Level David Georg ReicheltUniversität Leipzig, Stefan KühneUniversität Leipzig, Wilhelm HasselbringKiel University Pre-print Media Attached File Attached | |||||||||||||||||||||||||||||||||||||||||
10:00 - 10:40 Demonstration | MutAPK: Source-Codeless Mutant Generation for Android Apps Camilo Escobar-VelásquezUniversidad de los Andes, Michael Osorio-RiañoUniversidad de los Andes, Mario Linares-VásquezSystems and Computing Engineering Department , Universidad de los Andes , Bogotá, Colombia | |||||||||||||||||||||||||||||||||||||||||
10:00 - 10:40 Demonstration | CocoQa: Question Answering for Coding Conventions over Knowledge Graphs Tianjiao DuShanghai JiaoTong University, Junming CaoShanghai JiaoTong University, Qinyue WuShanghai JiaoTong University, Wei LiShanghai JiaoTong University, Beijun ShenSchool of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Yuting ChenShanghai Jiao Tong University | |||||||||||||||||||||||||||||||||||||||||
10:00 - 10:03 Demonstration | Humanoid: A Deep Learning-based Approach to Automated Black-box Android App Testing Yuanchun LiPeking University, Ziyue YangPeking University, Yao GuoPeking University, Xiangqun ChenPeking University | |||||||||||||||||||||||||||||||||||||||||
10:00 - 10:40 Demonstration | Developer Reputation Estimator (DRE) Sadika AmreenUniversity of Tennessee Knoxville, Andrey KarnauchUniversity of Tennessee Knoxville, Audris MockusUniversity of Tennessee - Knoxville | |||||||||||||||||||||||||||||||||||||||||
10:00 - 10:40 Demonstration | NeuralVis: Visualizing and Interpreting Deep Learning Models Xufan ZhangState Key Laboratory for Novel Software Technology Nanjing University, Nanjing, China, Ziyue YinState Key Laboratory for Novel Software Technology Nanjing University, Nanjing, China, Yang FengUniversity of California, Irvine, Qingkai ShiHong Kong University of Science and Technology, Jia LiuState Key Laboratory for Novel Software Technology Nanjing University, Nanjing, China, Zhenyu ChenNanjing University | |||||||||||||||||||||||||||||||||||||||||
10:00 - 10:40 Demonstration | Visual Analytics for Concurrent Java Executions Cyrille ArthoKTH Royal Institute of Technology, Sweden, Monali PandeKTH Royal Institute of Technology, Qiyi TangUniversity of Oxford | |||||||||||||||||||||||||||||||||||||||||
10:00 - 10:40 Demonstration | Sip4J: Statically Inferring Access Permission Contracts for Parallelising Sequential Java Programs Ayesha SadiqMonash University, Li LiMonash University, Australia, Yuan-Fang LiMonash University, Ijaz AhmedUniversity of Lahore, Sea LingMonash University | |||||||||||||||||||||||||||||||||||||||||
10:00 - 10:40 Demonstration | SWAN_ASSIST: Semi-Automated Detection of Code-Specific, Security-Relevant Methods Goran PiskachevFraunhofer IEM, Lisa Nguyen Quang DoGoogle, Oshando JohnsonFraunhofer IEM, Eric BoddenHeinz Nixdorf Institut, Paderborn University and Fraunhofer IEM Pre-print Media Attached File Attached | |||||||||||||||||||||||||||||||||||||||||
10:00 - 10:40 Demonstration | VisFuzz: Understanding and Intervening Fuzzing with Interactive Visualization Chijin ZhouTsinghua University, Mingzhe WangTsinghua University, Jie LiangTsinghua University, Zhe LiuNanjing University of Aeronautics and Astronautics, Chengnian SunWaterloo University, Yu JiangTsinghua University |