Large Language Models

Jakiro: Boosting Speculative Decoding via Decoupled MoE ACL 2026 JIA at SemEval-2026 Task 10: A Dual-Track System with BERT-based Encoders and LLMs for Conspiracy Analysis SemEval 2026 JITServe: SLO-aware LLM Serving with Imprecise Request Information NSDI 2026 Joint Knowledge Base Completion and Question Answering by Combining Large Language Models and Small Language Models ACL 2026 JPU: Bridging Jailbreak Defense and Unlearning via On-Policy Path Rectification ACL 2026 JurisBench: A Deep Benchmark for Assessing Large Language Models in Professional Legal Practice ACL 2026 Kairox: Adaptive GPU-CPU Hybrid LLM Inference via Online Neuron Balancing OSDI 2026 KARL: Reinforcement Learning for LLM Agents on Multi-Turn Knowledge-Intensive Agentic Tasks ACL 2026 king001 at SemEval-2026 Task 7: Cross-Language Cultural Everyday Knowledge QA System Based on RAG SemEval 2026 K-Merge: Online Continual Merging of Adapters for On-device Large Language Models ACL 2026 K-NLPers at SemEval-2026 Task 7: Multiple LLM Agent Debate System for Everyday Knowledge Across Diverse Languages and Cultures SemEval 2026 Knowledge Injection Exists in MoE? Exploring Expert-Aware Contrast Decoding in MoE for Mitigating LLMs’ Hallucinations ACL 2026 Knowledge is Not Enough: Injecting RL Skills for Continual Adaptation ACL 2026 Knowledge-to-Verification: Exploring RLVR for LLMs in Knowledge-Intensive Domains ACL 2026 Knowledge Vector of Logical Reasoning in Large Language Models ACL 2026 Knowledge without Wisdom: Measuring Misalignment between LLMs and Intended Impact ACL 2026 KnowRL: Exploring Knowledgeable Reinforcement Learning for Factuality ACL 2026 Know the Known and the Unknown: Reasonable Answer Generation with Knowledge-Informed Citations ACL 2026 KnowVal: A Knowledge-Augmented and Value-Guided Autonomous Driving System CVPR 2026 Know Your Place: Diagnosing Implicit Social Adaptation Failures in Chinese Large Language Models ACL 2026 KoCo-Bench: Can Large Language Models Leverage Domain Knowledge in Software Development? ACL 2026 KoCo: Conditioning Language Model Pre-training on Knowledge Coordinates ACL 2026 KV-Embedding: Training-free Text Embedding via Internal KV Re-routing in Decoder-only LLMs ACL 2026 Label and Explanation Variation in LLM-Based Annotation: a Case Study in Natural Language Inference ACL 2026 Label Effects: Shared Heuristic Reliance in Trust Assessment by Humans and LLM-as-a-Judge ACL 2026