| Soft Self-Consistency Improves Language Model Agents | Feb 20, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| End-to-End Conformal Calibration for Optimization Under Uncertainty | Sep 30, 2024 | Conformal PredictionDecision Making | CodeCode Available | 1 | 5 |
| Augmented Sliced Wasserstein Distances | Jun 15, 2020 | Computational Efficiencyvalid | CodeCode Available | 1 | 5 |
| SQLFixAgent: Towards Semantic-Accurate Text-to-SQL Parsing via Consistency-Enhanced Multi-Agent Collaboration | Jun 19, 2024 | SQL ParsingText to SQL | CodeCode Available | 1 | 5 |
| Statistical Inference for Heterogeneous Treatment Effects Discovered by Generic Machine Learning in Randomized Experiments | Mar 28, 2022 | valid | CodeCode Available | 1 | 5 |
| Improving the Validity of Automatically Generated Feedback via Reinforcement Learning | Mar 2, 2024 | MathMisconceptions | CodeCode Available | 1 | 5 |
| 6GAN: IPv6 Multi-Pattern Target Generation via Generative Adversarial Nets with Reinforcement Learning | Apr 21, 2022 | Decision Makingreinforcement-learning | CodeCode Available | 1 | 5 |
| Style Transfer as Data Augmentation: A Case Study on Named Entity Recognition | Oct 14, 2022 | Data AugmentationDiversity | CodeCode Available | 1 | 5 |
| Ensemble Conformalized Quantile Regression for Probabilistic Time Series Forecasting | Feb 17, 2022 | Conformal PredictionPrediction Intervals | CodeCode Available | 1 | 5 |
| Legacy Photo Editing with Learned Noise Prior | Nov 23, 2020 | ColorizationDenoising | CodeCode Available | 1 | 5 |
| Equivariant Shape-Conditioned Generation of 3D Molecules for Ligand-Based Drug Design | Oct 6, 2022 | Drug Designvalid | CodeCode Available | 1 | 5 |
| Erdos Goes Neural: an Unsupervised Learning Framework for Combinatorial Optimization on Graphs | Jun 18, 2020 | ClusteringCombinatorial Optimization | CodeCode Available | 1 | 5 |
| Error-quantified Conformal Inference for Time Series | Feb 2, 2025 | PredictionTime Series | CodeCode Available | 1 | 5 |
| High-Dimensional Granger Causality Tests with an Application to VIX and News | Dec 13, 2019 | regressionTime Series | CodeCode Available | 1 | 5 |
| Symmetric Network with Spatial Relationship Modeling for Natural Language-based Vehicle Retrieval | Jun 22, 2022 | Retrievalvalid | CodeCode Available | 1 | 5 |
| PRover: Proof Generation for Interpretable Reasoning over Rules | Oct 6, 2020 | valid | CodeCode Available | 1 | 5 |
| Don't Fine-Tune, Decode: Syntax Error-Free Tool Use via Constrained Decoding | Oct 10, 2023 | Mathvalid | CodeCode Available | 1 | 5 |
| Evaluating Evaluation Metrics: A Framework for Analyzing NLG Evaluation Metrics using Measurement Theory | May 24, 2023 | nlg evaluationText Generation | CodeCode Available | 1 | 5 |
| A Confidence Interval for the _2 Expected Calibration Error | Aug 16, 2024 | valid | CodeCode Available | 0 | 5 |
| An Experimental Design for Anytime-Valid Causal Inference on Multi-Armed Bandits | Nov 9, 2023 | Causal InferenceExperimental Design | CodeCode Available | 0 | 5 |
| An Exact and Robust Conformal Inference Method for Counterfactual and Synthetic Controls | Dec 25, 2017 | Causal InferenceConformal Prediction | CodeCode Available | 0 | 5 |
| Adversarial Generation of Informative Trajectories for Dynamics System Identification | Mar 2, 2020 | Generative Adversarial Networkvalid | CodeCode Available | 0 | 5 |
| FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality Prediction | May 30, 2022 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 0 | 5 |
| ABC-Di: Approximate Bayesian Computation for Discrete Data | Oct 19, 2020 | Neural Architecture Searchvalid | CodeCode Available | 0 | 5 |
| Floors are Flat: Leveraging Semantics for Real-Time Surface Normal Prediction | Jun 16, 2019 | Semantic SegmentationSurface Normals Estimation | CodeCode Available | 0 | 5 |
