Large Language Models

DUTIR at SemEval-2026 Task 4: Narrative Story Similarity and Narrative Representation Learning SemEval 2026 DVMap: Fine-Grained Pluralistic Value Alignment via High-Consensus Demographic-Value Mapping ACL 2026 Dynamic Important Example Mining for Reinforcement Finetuning CVPR 2026 Dynamic Infilling Anchors for Format-Constrained Generation in Diffusion Large Language Models ACL 2026 Dynamic Long Context Reasoning over Compressed Memory via End-to-End Reinforcement Learning ACL 2026 Dynamics of Cognitive Heterogeneity: Investigating Behavioral Biases in Multi-Stage Supply Chains with LLM-Based Simulation ACL 2026 E$^2$-SCI: Elastic Edge-Cloud Speculative Decoding via Credit Inertia CVPR 2026 E2EDev: Benchmarking Large Language Models in End-to-End Software Development Task ACL 2026 EA-Agent: A Structured Multi-Step Reasoning Agent for Entity Alignment ACL 2026 EarlyTom: Early Token Compression Completes Fast Video Understanding CVPR 2026 ECHO: Efficient KV Cache Offloading with Lossless Prefetching for Serving Native Sparse Attention LLMs OSDI 2026 EchoVLM: Dynamic Mixture-of-Experts Vision-Language Model for Universal Ultrasound Intelligence ACL 2026 EcoAlign: An Economically Rational Framework for Efficient LVLM Alignment CVPR 2026 ECO: An AI-Driven Code Efficiency Optimizer for Warehouse Scale Computers (Operational Systems) OSDI 2026 Editing the Moving World: Model Editing for Video LLMs ACL 2026 EDSD: Entropy-Driven Design for Faster Speculative Decoding ACL 2026 EduBench: A Comprehensive Benchmarking Dataset for Evaluating Large Language Models in Diverse Educational Scenarios ACL 2026 EDUMATH: Generating Standards-aligned Educational Math Word Problems ACL 2026 Efficient Agent Evaluation via Diversity-Guided User Simulation ACL 2026 Efficient Encoder-Free Fourier-based 3D Large Multimodal Model CVPR 2026 Efficient KL Divergence Estimation via Truncated Top-K Integration for Large Language Models ACL 2026 Efficient LLM Serving on Commodity GPU Clusters with Data-Reduced Cross-Instance Orchestration OSDI 2026 EfficientLLM: Unified Pruning-Aware Pretraining for Auto-Designed Compact Language Models ACL 2026 Efficiently Learning To Reason or Not to Reason: Root-token Policy Optimization for Adaptive Thinking ACL 2026 Efficient Multi-Agent System Training with Data Influence-Oriented Tree Search ACL 2026