Large Language Models

Revisiting Character-level Adversarial Attacks for Language Models ICML 2024 Revisiting Demonstration Selection Strategies in In-Context Learning ACL 2024 Revisiting Knowledge Distillation for Autoregressive Language Models ACL 2024 Revisiting OPRO: The Limitations of Small-Scale LLMs as Optimizers ACL 2024 Revisiting the Impact of Pursuing Modularity for Code Generation EMNLP 2024 Revisiting the MIMIC-IV Benchmark: Experiments Using Language Models for Electronic Health Records COLING 2024 Revisiting the Self-Consistency Challenges in Multi-Choice Question Formats for Large Language Model Evaluation COLING 2024 Revolutionizing Education through AI-Powered Inclusive Learning Systems AAAI 2024 Reward Difference Optimization For Sample Reweighting In Offline RLHF EMNLP 2024 Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment ICML 2024 RewriteLM: An Instruction-Tuned Large Language Model for Text Rewriting AAAI 2024 RLHF Can Speak Many Languages: Unlocking Multilingual Preference Optimization for LLMs EMNLP 2024 RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback CVPR 2024 Robust ASR Error Correction with Conservative Data Filtering EMNLP 2024 Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks NeurIPS 2024 RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models ACL 2024 Roleplay-doh: Enabling Domain-Experts to Create LLM-simulated Patients via Eliciting and Adhering to Principles EMNLP 2024 Role Prompting Guided Domain Adaptation with General Capability Preserve for Large Language Models NAACL 2024 RoQLlama: A Lightweight Romanian Adapted Language Model EMNLP 2024 ROSE Doesn’t Do That: Boosting the Safety of Instruction-Tuned Large Language Models with Reverse Prompt Contrastive Decoding ACL 2024 RoseLoRA: Row and Column-wise Sparse Low-rank Adaptation of Pre-trained Language Model for Knowledge Editing and Fine-tuning EMNLP 2024 Routing in Sparsely-gated Language Models responds to Context EMNLP 2024 Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models NAACL 2024 RRNorm: A Novel Framework for Chinese Disease Diagnoses Normalization via LLM-Driven Terminology Component Recognition and Reconstruction ACL 2024 RST-LoRA: A Discourse-Aware Low-Rank Adaptation for Long Document Abstractive Summarization NAACL 2024