| CRASS: A Novel Data Set and Benchmark to Test Counterfactual Reasoning of Large Language Models | Dec 22, 2021 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| Multi-View Partial (MVP) Point Cloud Challenge 2021 on Completion and Registration: Methods and Results | Dec 22, 2021 | 3D ReconstructionPoint Cloud Completion | CodeCode Available | 1 |
| Doubly-Valid/Doubly-Sharp Sensitivity Analysis for Causal Inference with Unmeasured Confounding | Dec 21, 2021 | Causal InferenceSensitivity | CodeCode Available | 0 |
| Enabling NAS with Automated Super-Network Generation | Dec 20, 2021 | Neural Architecture Searchvalid | —Unverified | 0 |
| Big Data is not the New Oil: Common Misconceptions about Population Data | Dec 20, 2021 | Decision MakingMisconceptions | —Unverified | 0 |
| Statistical inference on representational geometries | Dec 16, 2021 | valid | —Unverified | 0 |
| Reinforcing RCTs with Multiple Priors while Learning about External Validity | Dec 16, 2021 | valid | —Unverified | 0 |
| Unsupervised Matching of Data and Text | Dec 16, 2021 | Entity ResolutionQuestion Answering | CodeCode Available | 0 |
| Improved Decomposition Strategy for Joint Entity and Relation Extraction | Dec 15, 2021 | Joint Entity and Relation ExtractionRelation | —Unverified | 0 |
| Decomposing Natural Logic Inferences in Neural NLI | Dec 15, 2021 | Decision MakingNegation | CodeCode Available | 0 |
| ForgeryNet -- Face Forgery Analysis Challenge 2021: Methods and Results | Dec 15, 2021 | valid | —Unverified | 0 |
| Federated Learning for Face Recognition with Gradient Correction | Dec 14, 2021 | Face RecognitionFederated Learning | —Unverified | 0 |
| Two Contrasting Data Annotation Paradigms for Subjective NLP Tasks | Dec 14, 2021 | Descriptivevalid | CodeCode Available | 0 |
| VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena | Dec 14, 2021 | image-sentence alignmentvalid | CodeCode Available | 1 |
| Improving Logical-Level Natural Language Generation with Topic-Conditioned Data Augmentation and Logical Form Generation | Dec 12, 2021 | Data AugmentationForm | —Unverified | 0 |
| Distributed Graph Learning with Smooth Data Priors | Dec 11, 2021 | Distributed OptimizationGraph Learning | —Unverified | 0 |
| A Validation Tool for Designing Reinforcement Learning Environments | Dec 10, 2021 | Offline RLreinforcement-learning | —Unverified | 0 |
| On the Relation between Prediction and Imputation Accuracy under Missing Covariates | Dec 9, 2021 | BIG-bench Machine LearningImputation | —Unverified | 0 |
| The Fundamental Limits of Interval Arithmetic for Neural Networks | Dec 9, 2021 | valid | —Unverified | 0 |
| A Cross Entropy test allows quantitative statistical comparison of t-SNE and UMAP representations | Dec 8, 2021 | Dimensionality Reductionvalid | —Unverified | 0 |
| A Transferable Approach for Partitioning Machine Learning Models on Multi-Chip-Modules | Dec 7, 2021 | BIG-bench Machine LearningDeep Reinforcement Learning | —Unverified | 0 |
| A graph representation based on fluid diffusion model for data analysis: theoretical aspects and enhanced community detection | Dec 7, 2021 | Community Detectionvalid | —Unverified | 0 |
| Genetic Algorithm for Constrained Molecular Inverse Design | Dec 7, 2021 | valid | —Unverified | 0 |
| Deconfounding Temporal Autoencoder: Estimating Treatment Effects over Time Using Noisy Proxies | Dec 6, 2021 | Decision Makingvalid | CodeCode Available | 0 |
| A Deep-Learning Intelligent System Incorporating Data Augmentation for Short-Term Voltage Stability Assessment of Power Systems | Dec 5, 2021 | Data AugmentationDeep Learning | —Unverified | 0 |
