Machine Learning

Label-semantics Aware Generative Approach for Domain-Agnostic Multilabel Classification ACL 2025 Label Set Optimization via Activation Distribution Kurtosis for Zero-Shot Classification with Generative Models EMNLP 2025 Label Shift Meets Online Learning: Ensuring Consistent Adaptation with Universal Dynamic Regret CVPR 2025 LAB-KG: A Retrieval-Augmented Generation Method with Knowledge Graphs for Medical Lab Test Interpretation COLING 2025 Laboring on less labors: RPCA Paradigm for Pan-sharpening ICCV 2025 LaCache: Ladder-Shaped KV Caching for Efficient Long-Context Modeling of Large Language Models ICML 2025 LACA: Improving Cross-lingual Aspect-Based Sentiment Analysis with LLM Data Augmentation ACL 2025 LaCoOT: Layer Collapse through Optimal Transport ICCV 2025 Lacuna Inc. at SemEval-2025 Task 4: LoRA-Enhanced Influence-Based Unlearning for LLMs SemEval 2025 LADA: Scalable Label-Specific CLIP Adapter for Continual Learning ICML 2025 Ladder: A Convergence-based Structured DAG Blockchain for High Throughput and Low Latency NSDI 2025 LADDER: Language-Driven Slice Discovery and Error Rectification in Vision Classifiers ACL 2025 Ladder-Residual: Parallelism-Aware Architecture for Accelerating Large Model Inference with Communication Overlapping ICML 2025 LaDi-WM: A Latent Diffusion-Based World Model for Predictive Manipulation CoRL 2025 LADM: Long-context Training Data Selection with Attention-based Dependency Measurement for LLMs ACL 2025 LAGCL4Rec: When LLMs Activate Interactions Potential in Graph Contrastive Learning for Recommendation EMNLP 2025 LAGD: Local Topological-Alignment and Global Semantic-Deconstruction for Incremental 3D Semantic Segmentation AAAI 2025 Lahjawi: Arabic Cross-Dialect Translator COLING 2025 LAILab at ArchEHR-QA 2025: Test-time scaling for evidence selection in grounded question answering from electronic health records ACL 2025 LaMAGIC2: Advanced Circuit Formulations for Language Model-Based Analog Topology Generation ICML 2025 LAMAR at ArchEHR-QA 2025: Clinically Aligned LLM-Generated Few-Shot Learning for EHR-Grounded Patient Question Answering ACL 2025 LAMA-UT: Language Agnostic Multilingual ASR Through Orthography Unification and Language-Specific Transliteration AAAI 2025 LAMB: A Training-Free Method to Enhance the Long-Context Understanding of SSMs via Attention-Guided Token Filtering ACL 2025 Lambda-Skip Connections: the architectural component that prevents Rank Collapse ICLR 2025 LaMDAgent: An Autonomous Framework for Post-Training Pipeline Optimization via LLM Agents EMNLP 2025