GithubHelp home page GithubHelp logo

songyer / tianchi-ruijin Goto Github PK

View Code? Open in Web Editor NEW

This project forked from zhpmatrix/tianchi-ruijin

0.0 1.0 0.0 3.96 MB

瑞金医院MMC人工智能辅助构建知识图谱大赛-baseline

Python 97.32% Shell 2.68%

tianchi-ruijin's Introduction

介绍

瑞金医院MMC人工智能辅助构建知识图谱大赛-第一赛季

数据

从给定数据中抽出一份作为测试样本,对余下样本按照train : dev = 10 : 1的比例划分

模型

BiLSTM+CRF

实现

Linux+Python3.6+Keras2.2.4+Tensorflow1.11.0

结果

线上分数=0.71

思考

赛题第一个阶段建模为一个命名实体识别任务(NER),但是还没思考好第二阶段的方法。通过调研发现,实体识别和关系抽取两个子任务可以通过一个模型实现,比起前者,后者似乎更有趣一些。

tianchi-ruijin's People

Contributors

zhpmatrix avatar

Watchers

James Cloos avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.