Code Monkey home page Code Monkey logo

comfact-relation-agnostic's Introduction

ComFact-Relation-Agnostic

This is the repository for relation-agnostic (entity-based) fact linking on ComFact benckmark.

Getting Started

Start with creating a python 3.6 venv and installing requirements.txt.

ComFact Datasets

The ComFact dataset can be downloaded from this link, please place data/ under this root directory.

Data Preprocessing

python process_nlu_head_tail_link.py

Relation-Agnostic Entity Linker Training

bash train_baseline_entity_linker.sh

Our trained entity linker based on DeBERTa (large) can be downloaded from this link, please place all-deberta-large-nlu-entity/ under the runs/ folder.

Fact Linking Evaluation

bash run_baseline_head_entity_link.sh
bash run_baseline_tail_entity_link.sh
python merge_linking.py

comfact-relation-agnostic's People

Contributors

silin159 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.