vedantc6 / mtl-dts Goto Github PK
View Code? Open in Web Editor NEWImplementation for "Deeper Task-Specificity Improves Joint Entity and Relation Extraction"
License: MIT License
Implementation for "Deeper Task-Specificity Improves Joint Entity and Relation Extraction"
License: MIT License
Running the main.yp with the standard config to train and evaluate the model using the default batch_size of 2 on CoNLL04 dataset, it takes roughly 30 hours to train the 10 epochs. Does somebody know if this is the expected behaviour?
Using cpu or cuda as the device wasnt a difference for me.
Hi, thanks a lot for sharing this repo
Do you plan to provide notebooks or snippets that explain how to use the model for inference on single strings, using a syntax of this kind:
s = "The sentence I want to extract the relations of"
nlp(s)
...
?
That would be great!
thanks for your work
i run the code but i found the NER f1 is 80.54
the ner f1 in the paper is 87
do you have some trick or extra config?
( i don't change any config in code)
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ๐๐๐
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.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.