Software Engineering

Detect-Localize-Repair: A Unified Framework for Learning to Debug with CodeT5 EMNLP 2022 DoTAT: A Domain-oriented Text Annotation Tool ACL 2022 Efficient Constituency Tree based Encoding for Natural Language to Bash Translation NAACL 2022 Enabling In-situ Programmability in Network Data Plane: From Architecture to Language NSDI 2022 Ethics and Governance of Artificial Intelligence: A Survey of Machine Learning Researchers (Extended Abstract) IJCAI 2022 Evaluate & Evaluation on the Hub: Better Best Practices for Data and Model Measurements EMNLP 2022 Explaining the Behaviour of Hybrid Systems with PDDL+ Planning IJCAI 2022 Fault-Aware Neural Code Rankers NeurIPS 2022 Flashlight: Enabling Innovation in Tools for Machine Learning ICML 2022 From Dynamic Loading to Extensible Transformation: An Infrastructure for Dynamic Library Transformation OSDI 2022 GEMv2: Multilingual NLG Benchmarking in a Single Line of Code EMNLP 2022 Hubble: Performance Debugging with In-Production, Just-In-Time Method Tracing on Android OSDI 2022 HyperTree Proof Search for Neural Theorem Proving NeurIPS 2022 Impact of Evaluation Methodologies on Code Summarization ACL 2022 Insights into Pre-training via Simpler Synthetic Tasks NeurIPS 2022 Inverse Design for Fluid-Structure Interactions using Graph Network Simulators NeurIPS 2022 JsonGrinder.jl: automated differentiable neural architecture for embedding arbitrary JSON data JMLR 2022 Lyra: A Benchmark for Turducken-Style Code Generation IJCAI 2022 MEGAnno: Exploratory Labeling for NLP in Computational Notebooks EMNLP 2022 Modeling Hierarchical Syntax Structure with Triplet Position for Source Code Summarization ACL 2022 Multilingual Code Snippets Training for Program Translation AAAI 2022 Multi-View Graph Representation for Programming Language Processing: An Investigation into Algorithm Detection AAAI 2022 NeuroSchedule: A Novel Effective GNN-based Scheduling Method for High-level Synthesis NeurIPS 2022 OCTRA – An Innovative Approach to Orthographic Transcription Interspeech 2022 On Distribution Shift in Learning-based Bug Detectors ICML 2022