Large Language Models

HybridKV: Hybrid KV Cache Compression for Efficient Multimodal Large Language Model Inference ACL 2026 HydraServe: Minimizing Cold Start Latency for Serverless LLM Serving in Public Clouds NSDI 2026 I²B-LPO: Latent Policy Optimization via Iterative Information Bottleneck ACL 2026 ICDAGENT: Empowering Agentic Large Language Models for Explainable Medical Coding ACL 2026 ICT-NLP at SemEval-2026 Task 1: Humor Generation via RAG-based Augmentation and Multi-LLM Internal-External Voting SemEval 2026 Identity-Robust Language Model Generation via Content Integrity Preservation ACL 2026 IDP Accelerator: Agentic Document Intelligence from Extraction to Compliance Validation ACL 2026 If an LLM Were a Character, Would It Know Its Own Story? Evaluating Lifelong Learning in LLMs ACL 2026 IF-CRITIC: Towards a Fine-Grained LLM Critic for Instruction-Following Evaluation ACL 2026 IF-RewardBench: Benchmarking Judge Models for Instruction-Following Evaluation ACL 2026 Illusions of Confidence? Diagnosing LLM Truthfulness via Neighborhood Consistency ACL 2026 Image Generation from Contextually-Contradictory Prompts CVPR 2026 ImCoref-CeS: An Improved Lightweight Pipeline for Coreference Resolution with LLM-based Checker-Splitter Refinement ACL 2026 ImF: Embedding an Implicit Fingerprint in Your Large Language Models ACL 2026 Immediate Inference: The Missing Foundation in Large Language Model Logical Reasoning ACL 2026 ImplicitMemBench: Measuring Unconscious Behavioral Adaptation in Large Language Models ACL 2026 ImpRIF: Stronger Implicit Reasoning Leads to Better Complex Instruction Following ACL 2026 Improving Long-Context Translation via Self-Supervised Dual Learning ACL 2026 Improving the Distributional Alignment of LLMs using Supervision ACL 2026 In-Context Representation Hijacking ACL 2026 Index-Time Prefix Injection for Multi-Tenant Retrieval: Improving Search Relevance Without Model Fine-Tuning ACL 2026 IndustryAssetEQA: A Neurosymbolic Operational Intelligence System for Embodied Question Answering in Industrial Asset Maintenance ACL 2026 Inertia in Moral and Value Judgments of Large Language Models ACL 2026 InferenceDynamics: Adaptive LLM Routing through Structured Capability and Knowledge Profiling ACL 2026 Inference in the Shadows: Taming Memory Bandwidth Contention in Mobile LLM Inference with Sereno OSDI 2026