| Rigorous Probabilistic Guarantees for Robust Counterfactual Explanations | Jul 10, 2024 | Binary Classificationcounterfactual | CodeCode Available | 0 |
| PSPU: Enhanced Positive and Unlabeled Learning by Leveraging Pseudo Supervision | Jul 9, 2024 | Anomaly DetectionBinary Classification | —Unverified | 0 |
| Beyond Binary Gender Labels: Revealing Gender Biases in LLMs through Gender-Neutral Name Predictions | Jul 7, 2024 | Binary ClassificationGender Prediction | —Unverified | 0 |
| Hard-Attention Gates with Gradient Routing for Endoscopic Image Computing | Jul 5, 2024 | Binary Classificationfeature selection | CodeCode Available | 1 |
| MDDBranchNet: A Deep Learning Model for Detecting Major Depressive Disorder Using ECG Signal | Jul 4, 2024 | Binary ClassificationEEG | CodeCode Available | 0 |
| Implicit Hypersurface Approximation Capacity in Deep ReLU Networks | Jul 4, 2024 | Binary Classification | —Unverified | 0 |
| TartuNLP @ AXOLOTL-24: Leveraging Classifier Output for New Sense Detection in Lexical Semantics | Jul 4, 2024 | Binary Classification | —Unverified | 0 |
| A Critical Assessment of Interpretable and Explainable Machine Learning for Intrusion Detection | Jul 4, 2024 | Binary ClassificationIntrusion Detection | —Unverified | 0 |
| ACTRESS: Active Retraining for Semi-supervised Visual Grounding | Jul 3, 2024 | Binary ClassificationVisual Grounding | —Unverified | 0 |
| A Contrastive Learning Based Convolutional Neural Network for ERP Brain-Computer Interfaces | Jul 2, 2024 | Binary ClassificationContrastive Learning | —Unverified | 0 |
| AXIAL: Attention-based eXplainability for Interpretable Alzheimer's Localized Diagnosis using 2D CNNs on 3D MRI brain scans | Jul 2, 2024 | 3D ClassificationAlzheimer's Disease Detection | CodeCode Available | 2 |
| Fake News Detection and Manipulation Reasoning via Large Vision-Language Models | Jul 2, 2024 | Binary ClassificationFake News Detection | —Unverified | 0 |
| The Impact of an XAI-Augmented Approach on Binary Classification with Scarce Data | Jul 1, 2024 | Binary Classification | —Unverified | 0 |
| Small Aerial Target Detection for Airborne Infrared Detection Systems using LightGBM and Trajectory Constraints | Jul 1, 2024 | Binary Classification | —Unverified | 0 |
| OxonFair: A Flexible Toolkit for Algorithmic Fairness | Jun 30, 2024 | ArticlesBinary Classification | CodeCode Available | 1 |
| Advancing Process Verification for Large Language Models via Tree-Based Preference Learning | Jun 29, 2024 | Binary ClassificationGSM8K | —Unverified | 0 |
| EHRmonize: A Framework for Medical Concept Abstraction from Electronic Health Records using Large Language Models | Jun 28, 2024 | Binary Classification | CodeCode Available | 0 |
| Pairwise Difference Learning for Classification | Jun 28, 2024 | Binary ClassificationClassification | CodeCode Available | 1 |
| IndoToxic2024: A Demographically-Enriched Dataset of Hate Speech and Toxicity Types for Indonesian Language | Jun 27, 2024 | Binary ClassificationLanguage Modelling | —Unverified | 0 |
| Detecting Machine-Generated Texts: Not Just "AI vs Humans" and Explainability is Complicated | Jun 26, 2024 | Binary ClassificationLLM-generated Text Detection | —Unverified | 0 |
| Continuous Output Personality Detection Models via Mixed Strategy Training | Jun 23, 2024 | Binary ClassificationMarketing | —Unverified | 0 |
| AllMatch: Exploiting All Unlabeled Data for Semi-Supervised Learning | Jun 22, 2024 | AllBinary Classification | —Unverified | 0 |
| Towards Fine-Grained Citation Evaluation in Generated Text: A Comparative Analysis of Faithfulness Metrics | Jun 21, 2024 | Binary ClassificationRetrieval | —Unverified | 0 |
| Pathological Regularization Regimes in Classification Tasks | Jun 20, 2024 | Binary ClassificationClassification | CodeCode Available | 0 |
| LLM Critics Help Catch Bugs in Mathematics: Towards a Better Mathematical Verifier with Natural Language Feedback | Jun 20, 2024 | Binary ClassificationGSM8K | CodeCode Available | 1 |
