Fine-Tuning

InstructCoder: Instruction Tuning Large Language Models for Code Editing ACL 2024 Instruction Fine-Tuning: Does Prompt Loss Matter? EMNLP 2024 Instruction Position Matters in Sequence Generation with Large Language Models ACL 2024 Instruction Tuning Large Language Models to Understand Electronic Health Records NeurIPS 2024 Instruction Tuning With Loss Over Instructions NeurIPS 2024 Integrating Physician Diagnostic Logic into Large Language Models: Preference Learning from Process Feedback ACL 2024 IReNe: Instant Recoloring of Neural Radiance Fields CVPR 2024 Is It Good Data for Multilingual Instruction Tuning or Just Bad Multilingual Evaluation for Large Language Models? EMNLP 2024 IT-Tuning : Parameter Efficient Information Token Tuning for Language Model ACL 2024 Jellyfish: Instruction-Tuning Local Large Language Models for Data Preprocessing EMNLP 2024 KNN-Instruct: Automatic Instruction Construction with K Nearest Neighbor Deduction EMNLP 2024 Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering ACL 2024 Knowledge Acquisition through Continued Pretraining is Difficult: A Case Study on r/AskHistorians ACL 2024 Knowledge of Knowledge: Exploring Known-Unknowns Uncertainty with Large Language Models ACL 2024 KnowTuning: Knowledge-aware Fine-tuning for Large Language Models EMNLP 2024 KoCommonGEN v2: A Benchmark for Navigating Korean Commonsense Reasoning Challenges in Large Language Models ACL 2024 Labels Need Prompts Too: Mask Matching for Natural Language Understanding Tasks AAAI 2024 LaMDA: Large Model Fine-Tuning via Spectrally Decomposed Low-Dimensional Adaptation EMNLP 2024 LAMM: Label Alignment for Multi-Modal Prompt Learning AAAI 2024 Large Language Models Can Be Contextual Privacy Protection Learners EMNLP 2024 Latin Treebanks in Review: An Evaluation of Morphological Tagging Across Time ACL 2024 Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning EMNLP 2024 Learning by Correction: Efficient Tuning Task for Zero-Shot Generative Vision-Language Reasoning CVPR 2024 Learning Hierarchical Prompt with Structured Linguistic Knowledge for Vision-Language Models AAAI 2024 Learning to Generate Instruction Tuning Datasets for Zero-Shot Task Adaptation ACL 2024