It is a repository that describe our progress. 2022/09/14
tsaijk / bioanduie Goto Github PK
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It is a repository that describe our progress.
目前在使用uie-base-en进行【实体识别和关系抽取】定制训练时效果不佳,主要指标为:
Evaluation Precision: 0.40741 | Recall: 0.16418 | F1: 0.23404
主要研判有两部分原因:
一、大部分训练文本超过512,仅有少部分训练文本短于512个字符。不知是否可以通过直接调节 finetune.py运行命令行中的“max_seq_len”参数来直接达到更好的效果?抑或是需要其他的改动?
【目前在尝试将max_seq_len调整为768或更大,并适当调节batch_size】
二 考虑是否能添加用户词典(或其他先验知识),对实体识别的性能进行提升?
或者可能的其他问题(例如标注?)
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.