Classification

Phaedrus at BEA 2025 Shared Task: Assessment of Mathematical Tutoring Dialogues through Tutor Identity Classification and Actionability Evaluation ACL 2025 PIGuard: Prompt Injection Guardrail via Mitigating Overdefense for Free ACL 2025 Profiler: Black-box AI-generated Text Origin Detection via Context-aware Inference Pattern Analysis EMNLP 2025 RCAP: Robust, Class-Aware, Probabilistic Dynamic Dataset Pruning UAI 2025 RepFace: Refining Closed-Set Noise with Progressive Label Correction for Face Recognition AAAI 2025 Selective Blocking for Message-Passing Neural Networks on Heterophilic Graphs UAI 2025 Significance of Time-Frequency preprocessing for automatic Ultrasonic Vocalization classification in Autism Spectrum Disorder model detection Interspeech 2025 SmolLab_SEU at BEA 2025 Shared Task: A Transformer-Based Framework for Multi-Track Pedagogical Evaluation of AI-Powered Tutors ACL 2025 Sparse Activations as Conformal Predictors AISTATS 2025 SPvR: Structured Pruning via Ranking UAI 2025 SSF-DST: A Spectro-Spatial Features Enhanced Deep Spatiotemporal Network for EEG-Based Auditory Attention Detection Interspeech 2025 Supervised Machine Learning based Amharic Text Complexity Classification Using Automatic Annotator Tool ACL 2025 Thapar Titan/s : Fine-Tuning Pretrained Language Models with Contextual Augmentation for Mistake Identification in Tutor–Student Dialogues ACL 2025 Towards Classification of Typical and Atypical Disfluencies: A Self Supervised Representation Approach Interspeech 2025 Towards Universal AI-Generated Image Detection by Variational Information Bottleneck Network CVPR 2025 Two Sides of the Same Coin: Learning the Backdoor to Remove the Backdoor AAAI 2025 Understanding the Impact of Client Heterogeneity on Ordinal Classification in Federated Medical Image Analysis MIDL 2025 Unleashing the Potential of Model Bias for Generalized Category Discovery AAAI 2025 Whilter: A Whisper-based Data Filter for "In-the-Wild" Speech Corpora Using Utterance-level Multi-Task Classification Interspeech 2025 WildFake: A Large-Scale and Hierarchical Dataset for AI-Generated Images Detection AAAI 2025 WXImpactBench: A Disruptive Weather Impact Understanding Benchmark for Evaluating Large Language Models ACL 2025 XDAC: XAI-Driven Detection and Attribution of LLM-Generated News Comments in Korean ACL 2025 A new approach for fine-tuning sentence transformers for intent classification and out-of-scope detection tasks EMNLP 2024 Apple Tasting: Combinatorial Dimensions and Minimax Rates COLT 2024 A Wireframe-Based Approach for Classifying and Acquiring Proficiency in the American Sign Language (Student Abstract) AAAI 2024