| AutoCLINT: The Winning Method in AutoCV Challenge 2019 | May 9, 2020 | BIG-bench Machine LearningData Augmentation | CodeCode Available | 1 |
| Addressing "Documentation Debt" in Machine Learning Research: A Retrospective Datasheet for BookCorpus | May 11, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 |
| A Survey on Machine Learning Techniques for Source Code Analysis | Oct 18, 2021 | BIG-bench Machine LearningVulnerability Detection | CodeCode Available | 1 |
| Automated Essay Scoring Using Transformer Models | Oct 13, 2021 | Automated Essay ScoringBIG-bench Machine Learning | CodeCode Available | 1 |
| Advantages and Bottlenecks of Quantum Machine Learning for Remote Sensing | Jan 26, 2021 | BIG-bench Machine Learningimage-classification | CodeCode Available | 1 |
| Automated Graph Machine Learning: Approaches, Libraries, Benchmarks and Directions | Jan 4, 2022 | BIG-bench Machine LearningGraph Learning | CodeCode Available | 1 |
| Auto-KWS 2021 Challenge: Task, Datasets, and Baselines | Mar 31, 2021 | AutoMLBIG-bench Machine Learning | CodeCode Available | 1 |
| Automating In-Network Machine Learning | May 18, 2022 | Anomaly DetectionBIG-bench Machine Learning | CodeCode Available | 1 |
| AutoOED: Automated Optimal Experiment Design Platform | Apr 13, 2021 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 1 |
| Born-Again Tree Ensembles | Mar 24, 2020 | BIG-bench Machine LearningInterpretable Machine Learning | CodeCode Available | 1 |
| A Rationale-Centric Framework for Human-in-the-loop Machine Learning | Mar 24, 2022 | BIG-bench Machine LearningFew-Shot Learning | CodeCode Available | 1 |
| A quantum algorithm for training wide and deep classical neural networks | Jul 19, 2021 | BIG-bench Machine LearningQuantum Machine Learning | CodeCode Available | 1 |
| Bayesian Tensor Network with Polynomial Complexity for Probabilistic Machine Learning | Dec 30, 2019 | BIG-bench Machine Learning | CodeCode Available | 1 |
| BEAS: Blockchain Enabled Asynchronous & Secure Federated Machine Learning | Feb 6, 2022 | Anomaly DetectionBIG-bench Machine Learning | CodeCode Available | 1 |
| Benchmarking Econometric and Machine Learning Methodologies in Nowcasting | May 6, 2022 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 1 |
| Benchmarking machine learning models on multi-centre eICU critical care dataset | Oct 2, 2019 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 1 |
| A community-powered search of machine learning strategy space to find NMR property prediction models | Aug 13, 2020 | BIG-bench Machine LearningMolecular Property Prediction | CodeCode Available | 1 |
| Beyond Trivial Counterfactual Explanations with Diverse Valuable Explanations | Mar 18, 2021 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 |
| Adversarial Examples Are Not Bugs, They Are Features | May 6, 2019 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Bridging the gap to real-world for network intrusion detection systems with data-centric approach | Oct 25, 2021 | BIG-bench Machine LearningIntrusion Detection | CodeCode Available | 1 |
| Canonicalizing Knowledge Base Literals | Jun 26, 2019 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Cardea: An Open Automated Machine Learning Framework for Electronic Health Records | Oct 1, 2020 | Automated Feature EngineeringAutoML | CodeCode Available | 1 |
| A benchmark study on reliable molecular supervised learning via Bayesian learning | Jun 12, 2020 | BIG-bench Machine LearningPrediction | CodeCode Available | 1 |
| Are Convolutional Neural Networks or Transformers more like human vision? | May 15, 2021 | BIG-bench Machine LearningObject Recognition | CodeCode Available | 1 |
| A Preliminary Study of Neural Network-based Approximation for HPC Applications | Dec 18, 2018 | BIG-bench Machine Learning | CodeCode Available | 1 |
