PaddlePaddle / PaddleNLP

👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.
https://paddlenlp.readthedocs.io
Apache License 2.0
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[Question]: UIE关系抽取时实体关系对应有误的问题 #3341

Closed tianlu-1996 closed 1 year ago

tianlu-1996 commented 2 years ago

请提出你的问题

UIE模型微调后,进行关系抽取,实体的关系抽取有误 比如:文本中A的电话号存在,B、C的电话号不存在,但是抽取结果会把A的电话号也都匹配给B、C 且probability都0.99多 请问该如何调优呢?

linjieccc commented 2 years ago

推荐少量标注微调下,在评估阶段可以开debug模式看下每个类别的准确和召回率

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