Evaluating language knowledge of ELL students from grades 8-12
feedbackprize3's Introduction
feedbackprize3's People
Contributors
Watchers
feedbackprize3's Issues
多言語で学習することで表現を得られる？
QuestionAnsweringタスク
年号とかの数字
hindiとtamilを分ける
tamil
- 単体よりhindiとは混ぜたほうが良さそう
- 翻訳データの利用
- reinitに関しては実験の余地あり
- lossのweightかアンダーサンプリング
- 他の言語のデータとかも混ぜても良いかも
hindi
- xquadやmlqaをvalidにつかうとか
5CVをどうするか
過去コンペ見る
外部データ
学習データが少ないので外部データを集めるのが良さそう
参考Discussion
配布データを英語に翻訳
問題を生成するアプローチ
タミル語のjaccadスコアは当てにならないかも
Trust LB？
trainデータのアノテータは１人に対してテストは3人
マルチリンガルモデル
loss関数
評価をきちんとする
start_positionとend_positionありきで評価している
蒸留
ラベルミスがあるらしい
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
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.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.