Software Engineering

Teaching Non-native Sound Contrasts using Visual Biofeedback Interspeech 2023 Test Coverage for Network Configurations NSDI 2023 The Benefit of Hindsight: Tracing Edge-Cases in Distributed Systems NSDI 2023 The Grand Illusion: The Myth of Software Portability and Implications for ML Progress. NeurIPS 2023 The Vault: A Comprehensive Multilingual Dataset for Advancing Code Understanding and Generation EMNLP 2023 Towards Symbiotic Creativity: A Methodological Approach to Compare Human and AI Robotic Dance Creations IJCAI 2023 TypeT5: Seq2seq Type Inference using Static Analysis ICLR 2023 Understanding HTML with Large Language Models EMNLP 2023 Addressing Leakage in Self-Supervised Contextualized Code Retrieval COLING 2022 ALPHAPROG: Reinforcement Generation of Valid Programs for Compiler Fuzzing AAAI 2022 Automated Program Analysis: Revisiting Precondition Inference through Constraint Acquisition IJCAI 2022 Automatic Synthesis of Diverse Weak Supervision Sources for Behavior Analysis CVPR 2022 BabelTower: Learning to Auto-parallelized Program Translation ICML 2022 Benchmarking Language Models for Code Syntax Understanding EMNLP 2022 BigDL 2.0: Seamless Scaling of AI Pipelines From Laptops to Distributed Cluster CVPR 2022 Boosting Code Summarization by Embedding Code Structures COLING 2022 Cancellation in Systems: An Empirical Study of Task Cancellation Patterns and Failures OSDI 2022 Can Machines Read Coding Manuals Yet? – A Benchmark for Building Better Language Models for Code Understanding AAAI 2022 CloudCluster: Unearthing the Functional Structure of a Cloud Service NSDI 2022 CodeExp: Explanatory Code Document Generation EMNLP 2022 Code Generation From Flowcharts with Texts: A Benchmark Dataset and An Approach EMNLP 2022 Compilable Neural Code Generation with Compiler Feedback ACL 2022 CS1QA: A Dataset for Assisting Code-based Question Answering in an Introductory Programming Course NAACL 2022 Deepchecks: A Library for Testing and Validating Machine Learning Models and Data JMLR 2022 Demystifying and Checking Silent Semantic Violations in Large Distributed Systems OSDI 2022