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How can I train NER and RELATION EXTRACTION using Paddle ? #201

Open karndeepsingh opened 2 years ago

karndeepsingh commented 2 years ago

Hello, I am working on a project where I need to find Named Entity with its relations. Any guide to train and prepare the dataset for this task would be helpful.

Thanks

iamqiz commented 2 years ago

here is a Relation Extraction competition by baidu,

introduction:

2020语言与智能技术竞赛:关系抽取任务 - 飞桨AI Studio - 人工智能学习实训社区 https://aistudio.baidu.com/aistudio/competition/detail/31/0/task-definition

baseline:

Research/KG/DuIE_Baseline at master · PaddlePaddle/Research https://github.com/PaddlePaddle/Research/tree/master/KG/DuIE_Baseline

here is guide about how to prepare dataset by paddleNLP

如何自定义数据集 — PaddleNLP 文档 https://paddlenlp.readthedocs.io/zh/latest/data_prepare/dataset_self_defined.html

enjoy yourself image