 Improving LoRA in Privacy-preserving Federated LearningInternational Conference on Learning Representations (ICLR), 2024 |
 MetaMath: Bootstrap Your Own Mathematical Questions for Large Language
ModelsInternational Conference on Learning Representations (ICLR), 2023 |
 ReLoRA: High-Rank Training Through Low-Rank UpdatesInternational Conference on Learning Representations (ICLR), 2023 |
 Full Parameter Fine-tuning for Large Language Models with Limited
ResourcesAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 |
 QLoRA: Efficient Finetuning of Quantized LLMsNeural Information Processing Systems (NeurIPS), 2023 |
 Segment AnythingIEEE International Conference on Computer Vision (ICCV), 2023 |
 LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of
Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 |
 Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than
In-Context LearningNeural Information Processing Systems (NeurIPS), 2022 |
 The Power of Scale for Parameter-Efficient Prompt TuningConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 |
 Learning Transferable Visual Models From Natural Language SupervisionInternational Conference on Machine Learning (ICML), 2021 |
 Prefix-Tuning: Optimizing Continuous Prompts for GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Xiang Lisa Li Abigail Z. Jacobs |
 Language Models are Few-Shot LearnersNeural Information Processing Systems (NeurIPS), 2020 |
 AdapterFusion: Non-Destructive Task Composition for Transfer LearningConference of the European Chapter of the Association for Computational Linguistics (EACL), 2020 |
 PyTorch: An Imperative Style, High-Performance Deep Learning LibraryNeural Information Processing Systems (NeurIPS), 2019 |
 PIQA: Reasoning about Physical Commonsense in Natural LanguageAAAI Conference on Artificial Intelligence (AAAI), 2019 |
 BoolQ: Exploring the Surprising Difficulty of Natural Yes/No QuestionsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2019 |
 HellaSwag: Can a Machine Really Finish Your Sentence?Annual Meeting of the Association for Computational Linguistics (ACL), 2019 |
