This project forked from dg4271/seq2sparql
Generate SPARQL using Neural Machine Translation
Neural machine translation 모델을 사용해 자연어 질의로부터 SPARQL을 생성하는 프로그램입니다.
make_data_from_template.sh를 실행하여 영화 관련 한글 자연어 질의-SPARQL 쌍 데이터를 생성할 수 있습니다.
SPARQL은 Wikidata 기준으로 생성되며, 실제 wikidata sparql endpoint에 질의하여 답을 가져올 수 있습니다.
그리고 fair_*.sh, nmt_*.sh를 실행하여 fairseq, tensorflow-nmt에서 제공하는 여러 sequence-to-sequence 모델을 사용하여 위의 데이터를 학습하고, 테스트해볼 수 있습니다.
이 저장소는 fairseq, tensorflow-nmt module를 사용하기 때문에 clone 후 submodule을 checkout 해야합니다.
git submodule update --init본 저장소는 아래 코드들을 기반으로 하고 있습니다.
React
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
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
Django
The Web framework for perfectionists with deadlines.
Laravel
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.
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.