Machine Learning

Aleph-Alpha-GermanWeb: Improving German-language LLM pre-training with model-based data curation and synthetic data generation EACL 2026 ALERT: Adversarial Learning Enhanced Stability-aware Routing Transformer for Adaptive Depression Detection AAAI 2026 ALEX:A Light Editing-knowledge Extractor AAAI 2026 Alfa: Attentive Low-Rank Filter Adaptation for Structure-Aware Cross-Domain Personalized Gaze Estimation AAAI 2026 Algorithm Design and Stronger Guarantees for the Improving Multi-Armed Bandits Problem UAI 2026 Algorithms for Context Engineering in LLM Inference: Optimization of Placement, Compression, and Scheduling AAAI 2026 Align³GR: Unified Multi-Level Alignment for LLM-based Generative Recommendation AAAI 2026 AlignFix: A Tool for Parallel Corpora Augmentation and Refinement EACL 2026 Aligning Agents via Planning: A Benchmark for Trajectory-Level Reward Modeling ACL 2026 Aligning Attention with Human Rationales for Self-Explaining Hate Speech Detection AAAI 2026 Aligning Cross-View Visual Geometries in LVLMs Through Human-Like Reasoning Learning AAAI 2026 Aligning Generative Music AI with Human Preferences: Methods and Challenges AAAI 2026 Aligning Large Language Models via Fully Self-Synthetic Data ACL 2026 Aligning Machiavellian Agents: Behavior Steering via Test-Time Policy Shaping AAAI 2026 Aligning Paralinguistic Understanding and Generation in Speech LLMs via Multi-Task Reinforcement Learning EACL 2026 Aligning Text, Code, and Vision: A Multi-Objective Reinforcement Learning Framework for Text-to-Visualization EACL 2026 Alignment and Distillation: A Robust Framework for Multimodal Domain Generalizable Human Action Recognition WACV 2026 AlignSurvey: A Comprehensive Benchmark for Human Preferences Alignment in Social Surveys AAAI 2026 Align Video Diffusion Model with Online Video-Centric Preference Optimization WACV 2026 Align When They Want, Complement When They Need! Human-Centered Ensembles for Adaptive Human-AI Collaboration AAAI 2026 A Little More Like This: Text-to-Image Retrieval with Vision-Language Models Using Relevance Feedback WACV 2026 Almost Linear Convergence under Minimal Score Assumptions: Quantized Transition Diffusion COLT 2026 Almost Sure Convergence of Linear Temporal Difference Learning with Arbitrary Features JMLR 2026 Almost sure null bankruptcy of testing-by-betting strategies COLT 2026 ALO: Addressing Class Imbalance in Radiology Report Generation through Anatomy-Level Oversampling MIDL 2026