本仓库基于原论文作者的代码tensorflow实现进行修改.利用该模型在CAIS数据集以及重新划分好的SMP数据集进行了训练。
相关结果如下:
detasets | Slot(F1) | Intent(Acc) | Overall(Acc) |
---|---|---|---|
CAIS | 86.34 | 94.66 | 84.09 |
SMP2019 | 71.59 | 94.07 | 63.33 |
SMP2020 | 78.47 | 92.69 | 71.34 |
This project forked from zephyrchenzf/sf-id-network-for-nlu
This is the source implementation of ACL2019 accepted paper: A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot Filling(https://www.aclweb.org/anthology/P19-1544).
License: Apache License 2.0
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.