Lots-of-LoRAs/task298_storycloze_correct_end_classification
收藏资源简介：
该数据集名为Natural Instructions，主要用于文本生成任务。数据集包含训练集、验证集和测试集，分别有3015、377和377个样本。每个样本包含输入、输出和ID三个特征。数据集的相关信息可以在GitHub主页和两篇arXiv论文中找到。
The dataset is named Natural Instructions and is primarily used for text generation tasks. It includes training, validation, and test sets with 3015, 377, and 377 examples respectively. Each example contains three features: input, output, and ID. More information about the dataset can be found on its GitHub homepage and in two arXiv papers.
数据集概述
基本信息
- 数据集名称: task298_storycloze_correct_end_classification
- 任务类别: 文本生成
- 语言: 英语
- 许可证: Apache 2.0
- 数据集创建者: 众包
- 标注创建者: 众包
数据集结构
- 配置名称: plain_text
- 特征:
- input: 字符串类型
- output: 字符串类型
- id: 字符串类型
- 数据分割:
- train: 3015个样本
- valid: 377个样本
- test: 377个样本
引用信息
-
主要论文: bibtex @misc{wang2022supernaturalinstructionsgeneralizationdeclarativeinstructions, title={Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks}, author={Yizhong Wang and Swaroop Mishra and Pegah Alipoormolabashi and Yeganeh Kordi and Amirreza Mirzaei and Anjana Arunkumar and Arjun Ashok and Arut Selvan Dhanasekaran and Atharva Naik and David Stap and Eshaan Pathak and Giannis Karamanolakis and Haizhi Gary Lai and Ishan Purohit and Ishani Mondal and Jacob Anderson and Kirby Kuznia and Krima Doshi and Maitreya Patel and Kuntal Kumar Pal and Mehrad Moradshahi and Mihir Parmar and Mirali Purohit and Neeraj Varshney and Phani Rohitha Kaza and Pulkit Verma and Ravsehaj Singh Puri and Rushang Karia and Shailaja Keyur Sampat and Savan Doshi and Siddhartha Mishra and Sujan Reddy and Sumanta Patro and Tanay Dixit and Xudong Shen and Chitta Baral and Yejin Choi and Noah A. Smith and Hannaneh Hajishirzi and Daniel Khashabi}, year={2022}, eprint={2204.07705}, archivePrefix={arXiv}, primaryClass={cs.CL}, url={https://arxiv.org/abs/2204.07705}, }
-
补充论文: bibtex @misc{brüelgabrielsson2024compressserveservingthousands, title={Compress then Serve: Serving Thousands of LoRA Adapters with Little Overhead}, author={Rickard Brüel-Gabrielsson and Jiacheng Zhu and Onkar Bhardwaj and Leshem Choshen and Kristjan Greenewald and Mikhail Yurochkin and Justin Solomon}, year={2024}, eprint={2407.00066}, archivePrefix={arXiv}, primaryClass={cs.DC}, url={https://arxiv.org/abs/2407.00066}, }
联系信息
- 联系人: Rickard Brüel Gabrielsson
- 邮箱: brg@mit.edu
