GithubHelp home page GithubHelp logo

decoder's Introduction

There are two python programs here (-h for usage):

-decode translates input sentences from French to English. -grade computes the model score of a translated sentence.

These commands work in a pipeline. For example:

> python decode | python compute-model-score

There is also a module:

-model.py implements very simple interfaces for language models and translation models, so you don't have to.

You can finish the assignment without modifying this file at all. You should look at it if you need to understand the interface to the translation and language model.

The data directory contains files derived from the Canadian Hansards, originally aligned by Ulrich Germann:

-input: French sentences to translate.

-tm: a phrase-based translation model. Each line is in the form:

French phrase ||| English phrase ||| log_10(translation_prob)

-lm: a trigram language model file in ARPA format.

log_10(ngram_prob)   ngram   log_10(backoff_prob)

The language model and translation model are computed from the data in the align directory, using alignments from the Berkeley aligner.

decoder's People

Contributors

azpoliak avatar j6k4m8 avatar

Stargazers

 avatar

Watchers

 avatar  avatar  avatar

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.