Machine Learning

LiveCLKTBench: Towards Reliable Evaluation of Cross-Lingual Knowledge Transfer in Multilingual LLMs ACL 2026 LLaDA-V: Large Language Diffusion Models with Visual Instruction Tuning CVPR 2026 LLaVA-UHD v2: Exploiting Hierarchical Vision Granularity in MLLMs via Inverse Semantic Pyramid AAAI 2026 LLM2CLIP: Powerful Language Model Unlocks Richer Cross-Modality Representation AAAI 2026 LLM-Aligned Geographic Item Tokenization for Local-Life Recommendation AAAI 2026 LLM-CAS: Dynamic Neuron Perturbation for Real-Time Hallucination Correction AAAI 2026 LLMC+: Benchmarking Vision-Language Model Compression with a plug-and-play Toolkit AAAI 2026 LLM Collaborative Filtering: User-Item Graph as New Language AAAI 2026 LLMdoctor: Token-Level Flow-Guided Preference Optimization for Efficient Test-Time Alignment of Large Language Models AAAI 2026 LLM-Enabled Scientific Knowledge Diffusion Analysis AAAI 2026 LLM-Enhanced Energy Contrastive Learning for Out-of-Distribution Detection in Text-Attributed Graphs AAAI 2026 LLM-Free Image Captioning Evaluation in Reference-Flexible Settings AAAI 2026 LLM-Guided Probabilistic Fusion for Label-Efficient Document Layout Analysis CVPR 2026 LLM-Oriented Token-Adaptive Knowledge Distillation AAAI 2026 LLM Plug-ins Are Not a Free Lunch for Clinical Time-Series Prediction EACL 2026 LLMs Enable Bag-of-Texts Representations for Short-Text Clustering ACL 2026 LLMs for Now, Fine-Tuning for Later: An Ensemble Approach to Data Drift in Domain-Specific Tasks ACL 2026 LLMs Know More About Numbers than They Can Say EACL 2026 LLMSurgeon: Diagnosing Data Mixture of Large Language Models ACL 2026 LLM Targeted Underperformance Disproportionately Impacts Vulnerable Users AAAI 2026 LLM-XTM: Enhancing Cross-Lingual Topic Models with Large Language Models ACL 2026 lmfaoooo at SemEval-2026 Task 1: Humor Is an Audience. Preference Modeling for Constrained Humor Generation SemEval 2026 LMGL-WD: LLM-Guided Multi-Task Graph Learning for Category-Level Warehouse Demand Prediction in E-Commerce AAAI 2026 LM-Lexicon: Improving Definition Modeling via Harmonizing Semantic Experts EACL 2026 LocalBench: Benchmarking LLMs on County-Level Local Knowledge and Reasoning AAAI 2026