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Software Engineering

567 directly classified papers

Papers per year

Papers

Break-It-Fix-It: Unsupervised Learning for Program Repair ICML 2021
HyperLDLf: a Logic for Checking Properties of Finite Traces Process Logs IJCAI 2021
Program Synthesis as Dependency Quantified Formula Modulo Theory IJCAI 2021
Predictive Job Scheduling under Uncertain Constraints in Cloud Computing IJCAI 2021
Knowledge Refactoring for Inductive Program Synthesis AAAI 2021
AutoText: An End-to-End AutoAI Framework for Text AAAI 2021
DIRECT : A Transformer-based Model for Decompiled Identifier Renaming ACL 2021
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation EMNLP 2021
The Influence of Regional Pronunciation Variation on Children’s Spelling and the Potential Benefits of Accent Adapted Spellcheckers EMNLP 2021
APIRecX: Cross-Library API Recommendation via Pre-Trained Language Model EMNLP 2021
Fix-Filter-Fix: Intuitively Connect Any Models for Effective Bug Fixing EMNLP 2021
Searching for Machine Learning Pipelines Using a Context-Free Grammar AAAI 2021
RadarMath: An Intelligent Tutoring System for Math Education AAAI 2021
Deep Just-In-Time Inconsistency Detection Between Comments and Source Code AAAI 2021
TreeCaps: Tree-Based Capsule Networks for Source Code Processing AAAI 2021
Pragmatic Code Autocomplete AAAI 2021
Towards Balanced Defect Prediction with Better Information Propagation AAAI 2021
PAWLS: PDF Annotation With Labels and Structure ACL 2021
Knodle: Modular Weakly Supervised Learning with PyTorch ACL 2021
CAST: Enhancing Code Summarization with Hierarchical Splitting and Reconstruction of Abstract Syntax Trees EMNLP 2021
Optimal Neural Program Synthesis from Multimodal Specifications EMNLP 2021
MultiFix: Learning to Repair Multiple Errors by Optimal Alignment Learning EMNLP 2021
Contrastive Code Representation Learning EMNLP 2021
CodeQA: A Question Answering Dataset for Source Code Comprehension EMNLP 2021
Neural Program Generation Modulo Static Analysis NIPS 2021