Giter Site home page Giter Site logo

sameenmaruf / acl2020-contextnmt-cataphora Goto Github PK

View Code? Open in Web Editor NEW
1.0 3.0 1.0 360 KB

Data and code used in our ACL'20 paper "Contextual Neural Machine Translation Improves Translation of Cataphoric Pronouns"

CMake 1.79% C++ 96.94% C 0.01% Cuda 1.26%

acl2020-contextnmt-cataphora's Introduction

This repository contains the code (a DyNet implementation of Tranformer-HAN-encoder (https://www.aclweb.org/anthology/D18-1325/)) used in our paper, accepted for publication at ACL 2020:

KayYen Wong, Sameen Maruf and Gholamreza Haffari. Contextual Neural Machine Translation Improves Translation of Cataphoric Pronouns.

The data can be downloaded from: https://drive.google.com/file/d/117Yb8bW1zJi9dNwcBT5mf7Hikda6fybY/view?usp=sharing

Please cite our paper if you use the data or the code.

Note:

Whatever data set you use with our implementation, you need to add the BOS and EOS tokens (represented by <s> and </s>) to the source and target sentences yourself.

Also you may need to unkify (replace by <unk>) the tokens in dev and test sets which do not exist in the training set.

Contacts

Cataphora Test Suite: KayYen Wong ([email protected])

Code: Sameen Maruf ([email protected])

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    ๐Ÿ–– 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. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

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 โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.