Software Engineering

AutoText: An End-to-End AutoAI Framework for Text AAAI 2021 Bag-of-Words Baselines for Semantic Code Search ACL 2021 Break-It-Fix-It: Unsupervised Learning for Program Repair ICML 2021 Bridging Code-Text Representation Gap using Explanation ACML 2021 Carbon to Diamond: An Incident Remediation Assistant System From Site Reliability Engineers’ Conversations in Hybrid Cloud Operations AAAI 2021 CAST: Enhancing Code Summarization with Hierarchical Splitting and Reconstruction of Abstract Syntax Trees EMNLP 2021 Code Completion by Modeling Flattened Abstract Syntax Trees as Graphs AAAI 2021 CodeQA: A Question Answering Dataset for Source Code Comprehension EMNLP 2021 CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation EMNLP 2021 Contrastive Code Representation Learning EMNLP 2021 Co-training for Commit Classification EMNLP 2021 Deep Just-In-Time Inconsistency Detection Between Comments and Source Code AAAI 2021 DIRECT : A Transformer-based Model for Decompiled Identifier Renaming ACL 2021 Discourse-Driven Integrated Dialogue Development Environment for Open-Domain Dialogue Systems EMNLP 2021 DMon: Efficient Detection and Correction of Data Locality Problems Using Selective Profiling OSDI 2021 Fixes That Fail: Self-Defeating Improvements in Machine-Learning Systems NeurIPS 2021 Fix-Filter-Fix: Intuitively Connect Any Models for Effective Bug Fixing EMNLP 2021 Graph Neural Network to Dilute Outliers for Refactoring Monolith Application AAAI 2021 HyperLDLf: a Logic for Checking Properties of Finite Traces Process Logs IJCAI 2021 Improving Reproducibility in Machine Learning Research(A Report from the NeurIPS 2019 Reproducibility Program) JMLR 2021 Interrater Disagreement Resolution: A Systematic Procedure to Reach Consensus in Annotation Tasks EACL 2021 Knodle: Modular Weakly Supervised Learning with PyTorch ACL 2021 Knowledge Refactoring for Inductive Program Synthesis AAAI 2021 Language-Agnostic Representation Learning of Source Code from Structure and Context ICLR 2021 Latent Execution for Neural Program Synthesis Beyond Domain-Specific Languages NeurIPS 2021