Machine Learning

Kuvost: A Large-Scale Human-Annotated English to Central Kurdish Speech Translation Dataset Driven from English Common Voice ACL 2025 KV-Edit: Training-Free Image Editing for Precise Background Preservation ICCV 2025 KVFKT: A New Horizon in Knowledge Tracing with Attention-Based Embedding and Forgetting Curve Integration COLING 2025 KV-Latent: Dimensional-level KV Cache Reduction with Frequency-aware Rotary Positional Embedding ACL 2025 KVPR: Efficient LLM Inference with I/O-Aware KV Cache Partial Recomputation ACL 2025 KVTuner: Sensitivity-Aware Layer-Wise Mixed-Precision KV Cache Quantization for Efficient and Nearly Lossless LLM Inference ICML 2025 KyuHyunChoi at SemEval-2025 Task 10: Narrative Extraction Using a Summarization-Specific Pretrained Model SemEval 2025 L3A: Label-Augmented Analytic Adaptation for Multi-Label Class Incremental Learning ICML 2025 L3i++ at GenAI Detection Task 1: Can Label-Supervised LLaMA Detect Machine-Generated Text? COLING 2025 L3Ms — Lagrange Large Language Models ICLR 2025 L3TC: Leveraging RWKV for Learned Lossless Low-Complexity Text Compression AAAI 2025 L4: Mutual Learning Helps Lifelong Language Learning EMNLP 2025 L4Q: Parameter Efficient Quantization-Aware Fine-Tuning on Large Language Models ACL 2025 LA²I²F at SemEval-2025 Task 5: Reasoning in Embedding Space – Fusing Analogical and Ontology-based Reasoning for Document Subject Tagging SemEval 2025 Label Aggregation for Composite Crowd Tasks by Worker Ability Constraint Satisfaction AAAI 2025 Label Augmented Dataset Distillation WACV 2025 Label Bias in Symbolic Representation of Meaning ACL 2025 Label Calibration in Source Free Domain Adaptation WACV 2025 Label Convergence: Defining an Upper Performance Bound in Object Recognition through Contradictory Annotations WACV 2025 Label Distribution Learning using the Squared Neural Family on the Probability Simplex UAI 2025 Label Distribution Learning with Biased Annotations Assisted by Multi-Label Learning IJCAI 2025 Label Drop for Multi-Aspect Relation Modeling in Universal Information Extraction NAACL 2025 Label-Free Backdoor Attacks in Vertical Federated Learning AAAI 2025 Label-Free Distinctiveness: Building a Continuous Trademark Scale via Synthetic Anchors EMNLP 2025 Label Noise Correction via Fuzzy Learning Machine AAAI 2025