Machine Learning

Context-Aware Hierarchical Taxonomy Generation for Scientific Papers via LLM-Guided Multi-Aspect Clustering EMNLP 2025 Context-aware Inductive Knowledge Graph Completion with Latent Type Constraints and Subgraph Reasoning AAAI 2025 Context-Aware Membership Inference Attacks against Pre-trained Large Language Models EMNLP 2025 Context-Aware Multimodal Pretraining CVPR 2025 Context-Aware Optimal Transport Learning for Retinal Fundus Image Enhancement WACV 2025 Context-Aware Sentiment Forecasting via LLM-based Multi-Perspective Role-Playing Agents ACL 2025 ConText-CIR: Learning from Concepts in Text for Composed Image Retrieval CVPR 2025 ConText: Driving In-context Learning for Text Removal and Segmentation ICML 2025 Context-Enhanced Memory-Refined Transformer for Online Action Detection CVPR 2025 Context Guided Transformer Entropy Modeling for Video Compression ICCV 2025 Context-Informed Neural ODEs Unexpectedly Identify Broken Symmetries: Insights from the Poincaré–Hopf Theorem ICML 2025 Context in Public Health for Underserved Communities: A Bayesian Approach to Online Restless Bandits AAAI 2025 Context is all you need? Low-resource conversational ASR profits from context, coming from the same or from the other speaker Interspeech 2025 Context is Gold to find the Gold Passage: Evaluating and Training Contextual Document Embeddings EMNLP 2025 Context Is Ubiquitous, but Rarely Changes Judgments: Revisiting Document-Level MT Evaluation EMNLP 2025 ConText-LE: Cross-Distribution Generalization for Longitudinal Experiential Data via Narrative-Based LLM Representations EMNLP 2025 Context Length Alone Hurts LLM Performance Despite Perfect Retrieval EMNLP 2025 Context Minimization for Resource-Constrained Text Classification: Optimizing Performance-Efficiency Trade-offs through Linguistic Features EMNLP 2025 Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning EMNLP 2025 Contextual Augmentation for Entity Linking using Large Language Models COLING 2025 Contextual Bandits for Unbounded Context Distributions ICML 2025 Contextual Bandits with Stage-wise Constraints JMLR 2025 Contextualizing biological perturbation experiments through language ICLR 2025 Contextual Metric Meta-Evaluation by Measuring Local Metric Accuracy NAACL 2025 Contextual Optimization Under Model Misspecification: A Tractable and Generalizable Approach ICML 2025