Large Language Models

RLAIF vs. RLHF: Scaling Reinforcement Learning from Human Feedback with AI Feedback ICML 2024 RL-GPT: Integrating Reinforcement Learning and Code-as-policy NeurIPS 2024 RLHF Can Speak Many Languages: Unlocking Multilingual Preference Optimization for LLMs EMNLP 2024 RLVF: Learning from Verbal Feedback without Overgeneralization ICML 2024 RoboCodeX: Multimodal Code Generation for Robotic Behavior Synthesis ICML 2024 RoboEXP: Action-Conditioned Scene Graph via Interactive Exploration for Robotic Manipulation CoRL 2024 RoboMP$^2$: A Robotic Multimodal Perception-Planning Framework with Multimodal Large Language Models ICML 2024 RoboPoint: A Vision-Language Model for Spatial Affordance Prediction in Robotics CoRL 2024 Robotic Control via Embodied Chain-of-Thought Reasoning CoRL 2024 Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks NeurIPS 2024 RoCode: A Dataset for Measuring Code Intelligence from Problem Definitions in Romanian COLING 2024 RoleAgent: Building, Interacting, and Benchmarking High-quality Role-Playing Agents from Scripts NeurIPS 2024 RoleCraft-GLM: Advancing Personalized Role-Playing in Large Language Models EACL 2024 Roleplay-doh: Enabling Domain-Experts to Create LLM-simulated Patients via Eliciting and Adhering to Principles EMNLP 2024 RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization EMNLP 2024 RomanSetu: Efficiently unlocking multilingual capabilities of Large Language Models via Romanization ACL 2024 RoQLlama: A Lightweight Romanian Adapted Language Model EMNLP 2024 RoSA: Accurate Parameter-Efficient Fine-Tuning via Robust Adaptation ICML 2024 RoTBench: A Multi-Level Benchmark for Evaluating the Robustness of Large Language Models in Tool Learning EMNLP 2024 RouterDC: Query-Based Router by Dual Contrastive Learning for Assembling Large Language Models NeurIPS 2024 RRNorm: A Novel Framework for Chinese Disease Diagnoses Normalization via LLM-Driven Terminology Component Recognition and Reconstruction ACL 2024 RSA-Control: A Pragmatics-Grounded Lightweight Controllable Text Generation Framework EMNLP 2024 Rule Extrapolation in Language Modeling: A Study of Compositional Generalization on OOD Prompts NeurIPS 2024 RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language Models EMNLP 2024 S$^{2}$FT: Efficient, Scalable and Generalizable LLM Fine-tuning by Structured Sparsity NeurIPS 2024