Classification

Evaluating the Usefulness of Non-Diagnostic Speech Data for Developing Parkinson's Disease Classifiers Interspeech 2025 Extended High-frequency Cues to Phoneme Recognition: Insights from ASR Interspeech 2025 Fast and Reliable $N - k$ Contingency Screening with Input-Convex Neural Networks L4DC 2025 FeelNet: A Lightweight Fast Fourier Transform EEG-based Emotion Recognition Network ACML 2025 Fish-Vista: A Multi-Purpose Dataset for Understanding & Identification of Traits from Images CVPR 2025 HACo-Det: A Study Towards Fine-Grained Machine-Generated Text Detection under Human-AI Coauthoring ACL 2025 HIEGNet: A Heterogenous Graph Neural Network Including the Immune Environment in Glomeruli Classification MIDL 2025 Hierarchical Bracketing Encodings for Dependency Parsing as Tagging ACL 2025 Hypernym Bias: Unraveling Deep Classifier Training Dynamics through the Lens of Class Hierarchy AISTATS 2025 Imitate Before Detect: Aligning Machine Stylistic Preference for Machine-Revised Text Detection AAAI 2025 Instance-Selection-Inspired Undersampling Strategies for Bias Reduction in Small and Large Language Models for Binary Text Classification ACL 2025 Learning from biased positive-unlabeled data via threshold calibration AISTATS 2025 Learning to Rewrite: Generalized LLM-Generated Text Detection ACL 2025 LETS-C: Leveraging Text Embedding for Time Series Classification ACL 2025 Leveraging Ordinal Information for Speech-based Depression Classification Interspeech 2025 MI-CAPTCHA: Enhance the Security of CAPTCHA Using Mooney Images AAAI 2025 Mitigating Paraphrase Attacks on Machine-Text Detection via Paraphrase Inversion ACL 2025 Model Evaluation in the Dark: Robust Classifier Metrics with Missing Labels AISTATS 2025 MOZ-Smishing: A Benchmark Dataset for Detecting Mobile Money Frauds ACL 2025 MultiSocial: Multilingual Benchmark of Machine-Generated Text Detection of Social-Media Texts ACL 2025 “My life is miserable, have to sign 500 autographs everyday”: Exposing Humblebragging, the Brags in Disguise ACL 2025 On the reliability of feature attribution methods for speech classification Interspeech 2025 On the Within-class Variation Issue in Alzheimer's Disease Detection Interspeech 2025 Open-Set Living Need Prediction with Large Language Models ACL 2025 Partial-Label Learning with Conformal Candidate Cleaning UAI 2025