Foundation Models

RAIN: Your Language Models Can Align Themselves without Finetuning ICLR 2024 R-Cyclic Diffuser: Reductive and Cyclic Latent Diffusion for 3D Clothed Human Digitalization CVPR 2024 RDRec: Rationale Distillation for LLM-based Recommendation ACL 2024 ReactXT: Understanding Molecular “Reaction-ship” via Reaction-Contextualized Molecule-Text Pretraining ACL 2024 README: Bridging Medical Jargon and Lay Understanding for Patient Education through Data-Centric NLP EMNLP 2024 RealCustom: Narrowing Real Text Word for Real-Time Open-Domain Text-to-Image Customization CVPR 2024 Real-time Speech Summarization for Medical Conversations Interspeech 2024 RealVul: Can We Detect Vulnerabilities in Web Applications with LLM? EMNLP 2024 ReBandit: Random Effects Based Online RL Algorithm for Reducing Cannabis Use IJCAI 2024 Recent Trends in Personalized Dialogue Generation: A Review of Datasets, Methodologies, and Evaluations COLING 2024 RecGPT: Generative Pre-training for Text-based Recommendation ACL 2024 Recursive Introspection: Teaching Language Model Agents How to Self-Improve NeurIPS 2024 ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution NeurIPS 2024 Reference Trustable Decoding: A Training-Free Augmentation Paradigm for Large Language Models NeurIPS 2024 REFINER: Reasoning Feedback on Intermediate Representations EACL 2024 Reflective Multi-Agent Collaboration based on Large Language Models NeurIPS 2024 Reframing Spatial Reasoning Evaluation in Language Models: A Real-World Simulation Benchmark for Qualitative Reasoning IJCAI 2024 Regularizing Hidden States Enables Learning Generalizable Reward Model for LLMs NeurIPS 2024 Reinforcement Learning for Edit-Based Non-Autoregressive Neural Machine Translation NAACL 2024 Reinforcement Learning with Foundation Priors: Let Embodied Agent Efficiently Learn on Its Own CoRL 2024 Related Work Is All You Need COLING 2024 Relational Learning in Pre-Trained Models: A Theory from Hypergraph Recovery Perspective ICML 2024 Relational Programming with Foundational Models AAAI 2024 Release of Pre-Trained Models for the Japanese Language COLING 2024 Renovating Names in Open-Vocabulary Segmentation Benchmarks NeurIPS 2024