Large Language Models

On the Convergence of Self-Improving Online LLM Alignment UAI 2026 On the Effect of Sampling Diversity in Scaling LLM Inference UAI 2026 On the Emergence and Test-Time Use of Structural Information in Large Language Models ACL 2026 On the Hidden Objective Biases of Group-based Reinforcement Learning ACL 2026 On the Rejection Criterion for Proxy-based Test-time Alignment ACL 2026 Open-Ended Instruction Realization with LLM-Enabled Multi-Planner Scheduling in Autonomous Vehicles CVPR 2026 OpenMMReasoner: Pushing the Frontiers in Multimodal Reasoning with an Open and General Recipe CVPR 2026 OpenRubrics: Towards Scalable Synthetic Rubric Generation for Reward Modeling and LLM Alignment ACL 2026 Open Schrödinger’s Closed Box: Identifying Retrieval Augmented Generation in API-Accessible Large Language Model Services ACL 2026 OpenTela: Unifying Decentralized Computing Resources for Heterogeneous LLM Serving (Operational Systems) OSDI 2026 OPeRA: A Dataset of Observation, Persona, Rationale, and Action for Evaluating LLMs on Human Online Shopping Behavior Simulation ACL 2026 OpGuard: Bitwise Alignment for Precise and General Debugging of Production LLM Training OSDI 2026 OptiCo: Adaptive Distributed Training Optimization via Collaborative Agent Reasoning ACL 2026 Optimizing Length Compression in Large Reasoning Models ACL 2026 Optimizing Retrieval-Augmented Generation for E-Commerce How-To Assistance ACL 2026 Optimizing User Profiles via Contextual Bandits for Retrieval-Augmented LLM Personalization ACL 2026 OralGPT-Omni: A Versatile Dental Multimodal Large Language Model CVPR 2026 OS-Oracle: A Comprehensive Framework for Cross-Platform GUI Critic Models CVPR 2026 Outcome Accuracy is Not Enough: Aligning the Reasoning Process of Reward Models ACL 2026 Outcome-Grounded Advantage Reshaping for Fine-Grained Credit Assignment in Mathematical Reasoning ACL 2026 OxyGent: Making Multi-Agent Systems Modular, Observable, and Evolvable via Oxy Abstraction ACL 2026 PACE: Predictive Adaptive Context Extraction for Long-Horizon LLM Agents ACL 2026 PaCoRe: Learning to Scale Test-Time Compute with Parallel Coordinated Reasoning ACL 2026 pamaldi at SemEval-2026 Task 11: Neuro-Symbolic Syllogistic Reasoning via LLM-Guided Structure Extraction and Deterministic Validation SemEval 2026 PAM: Enhancing General Alignment of Large Reasoning Models through Priority-Aware Metacognition ACL 2026