| 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 |
| 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 |
| 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 |
| Movement-Prediction-Adjusted Naïve Forecast | Jun 20, 2024 | Binary ClassificationPrediction | —Unverified | 0 |
| Pathological Regularization Regimes in Classification Tasks | Jun 20, 2024 | Binary ClassificationClassification | CodeCode Available | 0 |
| Is AI fun? HumorDB: a curated dataset and benchmark to investigate graphical humor | Jun 19, 2024 | Binary Classification | —Unverified | 0 |
| Fine-Tuning BERTs for Definition Extraction from Mathematical Text | Jun 19, 2024 | Binary ClassificationDefinition Extraction | —Unverified | 0 |
| Challenges in Binary Classification | Jun 19, 2024 | Binary ClassificationClassification | —Unverified | 0 |
| Skin Cancer Images Classification using Transfer Learning Techniques | Jun 18, 2024 | Binary ClassificationClassification | —Unverified | 0 |
| TREE: Tree Regularization for Efficient Execution | Jun 18, 2024 | Binary Classification | —Unverified | 0 |
| Is Efficient PAC Learning Possible with an Oracle That Responds 'Yes' or 'No'? | Jun 17, 2024 | Binary ClassificationPAC learning | —Unverified | 0 |
| Explainable assessment of financial experts' credibility by classifying social media forecasts and checking the predictions with actual market data | Jun 17, 2024 | Binary Classification | —Unverified | 0 |
| Retraining with Predicted Hard Labels Provably Increases Model Accuracy | Jun 17, 2024 | Binary Classification | —Unverified | 0 |
| Hyperbolic sentence representations for solving Textual Entailment | Jun 15, 2024 | Binary ClassificationNatural Language Inference | —Unverified | 0 |
| Biomarker based Cancer Classification using an Ensemble with Pre-trained Models | Jun 14, 2024 | Binary ClassificationCancer Classification | —Unverified | 0 |
| Learning from Natural Language Explanations for Generalizable Entity Matching | Jun 13, 2024 | Binary ClassificationDomain Generalization | —Unverified | 0 |
| Improving Noise Robustness through Abstractions and its Impact on Machine Learning | Jun 12, 2024 | Binary ClassificationLearning Theory | —Unverified | 0 |
| LT4SG@SMM4H24: Tweets Classification for Digital Epidemiology of Childhood Health Outcomes Using Pre-Trained Language Models | Jun 11, 2024 | Binary ClassificationEpidemiology | —Unverified | 0 |
| Toxic Memes: A Survey of Computational Perspectives on the Detection and Explanation of Meme Toxicities | Jun 11, 2024 | Binary Classification | CodeCode Available | 0 |
