Software Engineering

TensorHive: Management of Exclusive GPU Access for Distributed Machine Learning Workloads JMLR 2021 Towards Balanced Defect Prediction with Better Information Propagation AAAI 2021 Trafilatura: A Web Scraping Library and Command-Line Tool for Text Discovery and Extraction ACL 2021 TreeCaps: Tree-Based Capsule Networks for Source Code Processing AAAI 2021 AccelTCP: Accelerating Network Applications with Stateful TCP Offloading NSDI 2020 Adabot: Fault-Tolerant Java Decompiler (Student Abstract) AAAI 2020 A Data-Centric Framework for Composable NLP Workflows EMNLP 2020 aGrUM/pyAgrum : a toolbox to build models and algorithms for Probabilistic Graphical Models in Python PGM 2020 AI Explainability 360: An Extensible Toolkit for Understanding Data and Machine Learning Models JMLR 2020 A Multi-Perspective Architecture for Semantic Code Search ACL 2020 Ansor: Generating High-Performance Tensor Programs for Deep Learning OSDI 2020 apricot: Submodular selection for data summarization in Python JMLR 2020 Associating Natural Language Comment and Source Code Entities AAAI 2020 A SUPER* Algorithm to Optimize Paper Bidding in Peer Review UAI 2020 A Transformer-based Approach for Source Code Summarization ACL 2020 Automated Verification of Customizable Middlebox Properties with Gravel NSDI 2020 AutoNLU: An On-demand Cloud-based Natural Language Understanding System for Enterprises AACL 2020 BDI Agent Architectures: A Survey IJCAI 2020 Benchmarking Multimodal Regex Synthesis with Complex Structures ACL 2020 Building Scalable and Flexible Cluster Managers Using Declarative Programming OSDI 2020 Control Flow Graph Embedding Based on Multi-Instance Decomposition for Bug Localization AAAI 2020 CooBa: Cross-project Bug Localization via Adversarial Transfer Learning IJCAI 2020 CoRefi: A Crowd Sourcing Suite for Coreference Annotation EMNLP 2020 Data Generation for Neural Programming by Example AISTATS 2020 Debugging Tests for Model Explanations NeurIPS 2020