Giter VIP home page Giter VIP logo

bilstm-cnn-crf's Introduction

BiLSTM-CNN-CRF Implementation for Sequence Tagging

This repository contains a slightly modified version of https://github.com/UKPLab/emnlp2017-bilstm-cnn-crf/, used for ASR punctuation in saarthak-agarwal/Video-Summarization. Refer to the original repository for more information on setup and usage.

Citation

If you find the implementation useful, please cite the following paper by the original authors: Reporting Score Distributions Makes a Difference: Performance Study of LSTM-networks for Sequence Tagging

@InProceedings{Reimers:2017:EMNLP,
  author    = {Reimers, Nils, and Gurevych, Iryna},
  title     = {{Reporting Score Distributions Makes a Difference: Performance Study of LSTM-networks for Sequence Tagging}},
  booktitle = {Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing (EMNLP)},
  month     = {09},
  year      = {2017},
  address   = {Copenhagen, Denmark},
  pages     = {338--348},
  url       = {http://aclweb.org/anthology/D17-1035}
}

bilstm-cnn-crf's People

Contributors

nreimers avatar apmoore1 avatar anihm136 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

    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.