| Reverse Question Answering: Can an LLM Write a Question so Hard (or Bad) that it Can't Answer? | Oct 20, 2024 | Question Answeringvalid | CodeCode Available | 0 |
| Open (Clinical) LLMs are Sensitive to Instruction Phrasings | Jul 12, 2024 | FairnessMortality Prediction | CodeCode Available | 0 |
| Learning Markov Random Fields for Combinatorial Structures via Sampling through Lovász Local Lemma | Dec 1, 2022 | LEMMAvalid | CodeCode Available | 0 |
| Learning Constraints for Structured Prediction Using Rectifier Networks | May 23, 2020 | PredictionStructured Prediction | CodeCode Available | 0 |
| Distribution-Free Calibration of Statistical Confidence Sets | Nov 28, 2024 | Conformal PredictionUncertainty Quantification | CodeCode Available | 0 |
| Learning Deep Dissipative Dynamics | Aug 21, 2024 | LEMMATime Series | CodeCode Available | 0 |
| Two Contrasting Data Annotation Paradigms for Subjective NLP Tasks | Dec 14, 2021 | Descriptivevalid | CodeCode Available | 0 |
| Automatic Transmission for LLM Tiers: Optimizing Cost and Accuracy in Large Language Models | May 27, 2025 | valid | CodeCode Available | 0 |
| Learning Emphasis Selection for Written Text in Visual Media from Crowd-Sourced Label Distributions | Jul 1, 2019 | Common Sense Reasoningvalid | CodeCode Available | 0 |
| Learning End-to-End Goal-Oriented Dialog with Multiple Answers | Aug 24, 2018 | Goal-Oriented DialogReinforcement Learning | CodeCode Available | 0 |
| Distributional robustness of K-class estimators and the PULSE | May 7, 2020 | Causal Discoveryvalid | CodeCode Available | 0 |
| Enhancing Dense Retrievers' Robustness with Group-level Reweighting | Oct 25, 2023 | ClusteringLink Prediction | CodeCode Available | 0 |
| Distributionally Robust Recourse Action | Feb 22, 2023 | valid | CodeCode Available | 0 |
| Constraining Generative Models for Engineering Design with Negative Data | Jun 27, 2023 | Diversityvalid | CodeCode Available | 0 |
| Automatic Generation of Word Problems for Academic Education via Natural Language Processing (NLP) | Sep 27, 2021 | Diversityvalid | CodeCode Available | 0 |
| Combining Symbolic Expressions and Black-box Function Evaluations in Neural Programs | Jan 12, 2018 | valid | CodeCode Available | 0 |
| AQE: Argument Quadruplet Extraction via a Quad-Tagging Augmented Generative Approach | May 31, 2023 | Argument MiningStance Classification | CodeCode Available | 0 |
| Distributional conformal prediction | Sep 17, 2019 | Conformal Predictioncounterfactual | CodeCode Available | 0 |
| Algebra Error Classification with Large Language Models | May 8, 2023 | ClassificationMath | CodeCode Available | 0 |
| Optimal Bandwidth Choice for Robust Bias Corrected Inference in Regression Discontinuity Designs | Sep 1, 2018 | regressionvalid | CodeCode Available | 0 |
| Learning joint reconstruction of hands and manipulated objects | Apr 11, 2019 | 3D Hand Pose EstimationHand Joint Reconstruction | CodeCode Available | 0 |
| Revisiting Likelihood-Based Out-of-Distribution Detection by Modeling Representations | Apr 10, 2025 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| Optimal Conformal Prediction under Epistemic Uncertainty | May 25, 2025 | Conformal PredictionPrediction | CodeCode Available | 0 |
| A disjunctive cut strengthening technique for convex MINLP | Aug 11, 2020 | valid | CodeCode Available | 0 |
| Discrete Object Generation with Reversible Inductive Construction | Jul 18, 2019 | DenoisingObject | CodeCode Available | 0 |
| Discovering Ancestral Instrumental Variables for Causal Inference from Observational Data | Jun 4, 2022 | Causal Inferencevalid | CodeCode Available | 0 |
| Learning Nearest Neighbor Graphs from Noisy Distance Samples | May 30, 2019 | valid | CodeCode Available | 0 |
| Direct Encoding of Declare Constraints in ASP | Dec 13, 2024 | valid | CodeCode Available | 0 |
| A Deep Discontinuity-Preserving Image Registration Network | Jul 9, 2021 | Image RegistrationMedical Image Registration | CodeCode Available | 0 |
| A Large Dimensional Study of Regularized Discriminant Analysis Classifiers | Nov 1, 2017 | valid | CodeCode Available | 0 |
| Spectral Bias Outside the Training Set for Deep Networks in the Kernel Regime | Jun 6, 2022 | valid | CodeCode Available | 0 |
| Optimal Experimental Design for Staggered Rollouts | Nov 9, 2019 | Decision MakingExperimental Design | CodeCode Available | 0 |
| Learning Optimal Data Augmentation Policies via Bayesian Optimization for Image Classification Tasks | May 6, 2019 | Bayesian OptimizationData Augmentation | CodeCode Available | 0 |
| O^2PF: Oversampling via Optimum-Path Forest for Breast Cancer Detection | Jan 14, 2021 | Breast Cancer Detectionvalid | CodeCode Available | 0 |
| A principled framework to assess the information-theoretic fitness of brain functional sub-circuits | Jun 26, 2024 | valid | CodeCode Available | 0 |
| Learning Raw Image Denoising with Bayer Pattern Unification and Bayer Preserving Augmentation | Apr 29, 2019 | Data AugmentationDenoising | CodeCode Available | 0 |
| Learning Realistic Joint Space Boundaries for Range of Motion Analysis of Healthy and Impaired Human Arms | Nov 17, 2023 | valid | CodeCode Available | 0 |
| Learning Representations of Instruments for Partial Identification of Treatment Effects | Oct 11, 2024 | Causal InferenceDecision Making | CodeCode Available | 0 |
| Learning Representations without Compositional Assumptions | May 31, 2023 | Representation Learningvalid | CodeCode Available | 0 |
| Text-Transport: Toward Learning Causal Effects of Natural Language | Oct 31, 2023 | AttributeCausal Inference | CodeCode Available | 0 |
| Unsupervised Kinematic Motion Detection for Part-segmented 3D Shape Collections | Jun 17, 2022 | Motion Detectionmotion prediction | CodeCode Available | 0 |
| DINN360: Deformable Invertible Neural Network for Latitude-Aware 360deg Image Rescaling | Jan 1, 2023 | Image Rescalingvalid | CodeCode Available | 0 |
| Combining Evidence Across Filtrations | Feb 15, 2024 | valid | CodeCode Available | 0 |
| A Chinese Dataset with Negative Full Forms for General Abbreviation Prediction | Dec 18, 2017 | FormPrediction | CodeCode Available | 0 |
| Optimal Recovery from Inaccurate Data in Hilbert Spaces: Regularize, but what of the Parameter? | Nov 4, 2021 | valid | CodeCode Available | 0 |
| Learning the Regularization Strength for Deep Fine-Tuning via a Data-Emphasized Variational Objective | Oct 25, 2024 | image-classificationImage Classification | CodeCode Available | 0 |
| Modeling Disclosive Transparency in NLP Application Descriptions | Jan 2, 2021 | FairnessLanguage Modeling | CodeCode Available | 0 |
| Learning to Characterize Matching Experts | Dec 2, 2020 | Data Integrationvalid | CodeCode Available | 0 |
| Towards a Perspectivist Turn in Argument Quality Assessment | Feb 20, 2025 | valid | CodeCode Available | 0 |
| Learning to Compose: Improving Object Centric Learning by Injecting Compositionality | May 1, 2024 | ObjectSystematic Generalization | CodeCode Available | 0 |