Comments (3)
Hi Kurt,
You would need to make some modifications to the code to make it work for semantic relatedness task.
Since, you would be working with pairsof sentences, change input placeholders to handle an additional input sentence (the second of the pair).
Calculate leaf embeddings for both sentences (call it one after another).
Calculate root embedding for both sentences (call compute state function here)
Concatenate the multiplicative and subtractive parts of the two root embeddings. (see the original paper).
Rest follow the paper ( you simply have to pass the concatenation through an additional layer (add it to the add_model_variables before projection).
Do the projection and then compute the cross entropy loss.
from recursivenn.
from recursivenn.
Hi Kurt,
Did you manage to make the code work for a two-sentence input in the end? I am an NLP master student and would like to implement Sheng Tai's paper in tensorflow 2 for a paraphrase detection task for my final project.
from recursivenn.
Related Issues (6)
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
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.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from recursivenn.