Fine-Tuning

POP-CEE: Position-oriented Prompt-tuning Model for Causal Emotion Entailment ACL 2024 PRDP: Proximal Reward Difference Prediction for Large-Scale Reward Finetuning of Diffusion Models CVPR 2024 Prefix Text as a Yarn: Eliciting Non-English Alignment in Foundation Language Model ACL 2024 Preserving Multi-Modal Capabilities of Pre-trained VLMs for Improving Vision-Linguistic Compositionality EMNLP 2024 Pre-Training and Fine-Tuning Generative Flow Networks ICLR 2024 PRISM: A New Lens for Improved Color Understanding EMNLP 2024 Probabilistic Federated Prompt-Tuning with Non-IID and Imbalanced Data NeurIPS 2024 ProLex: A Benchmark for Language Proficiency-oriented Lexical Substitution ACL 2024 Prompting Multi-Modal Image Segmentation with Semantic Grouping AAAI 2024 QDyLoRA: Quantized Dynamic Low-Rank Adaptation for Efficient Large Language Model Tuning EMNLP 2024 QEFT: Quantization for Efficient Fine-Tuning of LLMs EMNLP 2024 QuanTA: Efficient High-Rank Fine-Tuning of LLMs with Quantum-Informed Tensor Adaptation NeurIPS 2024 Question Translation Training for Better Multilingual Reasoning ACL 2024 RAG-HAT: A Hallucination-Aware Tuning Pipeline for LLM in Retrieval-Augmented Generation EMNLP 2024 Ranking Entities along Conceptual Space Dimensions with LLMs: An Analysis of Fine-Tuning Strategies ACL 2024 Rationales for Answers to Simple Math Word Problems Confuse Large Language Models ACL 2024 README: Bridging Medical Jargon and Lay Understanding for Patient Education through Data-Centric NLP EMNLP 2024 Recursive Introspection: Teaching Language Model Agents How to Self-Improve NeurIPS 2024 ReFT: Representation Finetuning for Language Models NeurIPS 2024 REInstruct: Building Instruction Data from Unlabeled Corpus ACL 2024 Repurposing Language Models into Embedding Models: Finding the Compute-Optimal Recipe NeurIPS 2024 Rescue: Ranking LLM Responses with Partial Ordering to Improve Response Generation ACL 2024 ResLoRA: Identity Residual Mapping in Low-Rank Adaption ACL 2024 RESTful-Llama: Connecting User Queries to RESTful APIs EMNLP 2024 Restoration by Generation with Constrained Priors CVPR 2024