Large Language Models

Robot Operating Home Appliances by Reading User Manuals CoRL 2025 RobotxR1: Enabling Embodied Robotic Intelligence on Large Language Models through Closed-Loop Reinforcement Learning CoRL 2025 Robust Data Watermarking in Language Models by Injecting Fictitious Knowledge ACL 2025 Robust Multi-bit Text Watermark with LLM-based Paraphrasers ICML 2025 Robust Multimodal Large Language Models Against Modality Conflict ICML 2025 Robust Native Language Identification through Agentic Decomposition EMNLP 2025 Robust Noise Attenuation via Adaptive Pooling of Transformer Outputs ICML 2025 Robust Preference Optimization via Dynamic Target Margins ACL 2025 Robust Table Information Extraction from Sustainability Reports: A Time-Aware Hybrid Two-Step Approach ACL 2025 RocketKV: Accelerating Long-Context LLM Inference via Two-Stage KV Cache Compression ICML 2025 RoCoFT: Efficient Finetuning of Large Language Models with Row-Column Updates ACL 2025 RoDEval: A Robust Word Sense Disambiguation Evaluation Framework for Large Language Models EMNLP 2025 ROD-MLLM: Towards More Reliable Object Detection in Multimodal Large Language Models CVPR 2025 Role-Aware Language Models for Secure and Contextualized Access Control in Organizations IJCNLP 2025 RolePlot: A Systematic Framework for Evaluating and Enhancing the Plot-Progression Capabilities of Role-Playing Agents ACL 2025 Rolling the DICE on Idiomaticity: How LLMs Fail to Grasp Context ACL 2025 Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction ICML 2025 RomanLens: The Role Of Latent Romanization In Multilinguality In LLMs ACL 2025 ROPO: Robust Preference Optimization for Large Language Models ICML 2025 ROSE: A Reward-Oriented Data Selection Framework for LLM Task-Specific Instruction Tuning EMNLP 2025 RoSTE: An Efficient Quantization-Aware Supervised Fine-Tuning Approach for Large Language Models ICML 2025 RoToR: Towards More Reliable Responses for Order-Invariant Inputs ACL 2025 Round Attention: A Novel Round-Level Attention Mechanism to Accelerate LLM Inference ACML 2025 RouteNator: A Router-Based Multi-Modal Architecture for Generating Synthetic Training Data for Function Calling LLMs NAACL 2025 R-PRM: Reasoning-Driven Process Reward Modeling EMNLP 2025