dinobby / zs-bert Goto Github PK
View Code? Open in Web Editor NEWOfficial implementation of the paper "Towards Zero-Shot Relation Extraction with Attribute Representation Learning."
Official implementation of the paper "Towards Zero-Shot Relation Extraction with Attribute Representation Learning."
Hi @dinobby ,
Thanks for contributing the source code of a very interesting work.
We are considering using you code for experiments and integration, but license information is not available.
Would it be possible to add a license to the repository?
the f1_score reported in your paper is micro_f1_score or macro_f1_score?
Thank you for your work!
Currently, the google drive links for the datasets requires access, could you change the sharing permissions?
https://drive.google.com/file/d/1Ju5ngSL9Bpb7K0br11ocyPWzDA8N5-9v/view?usp=sharing
https://drive.google.com/file/d/1q_q1TA-c_xSCj0-CscWxmvvExr46ZcQS/view?usp=sharing
The link is not found now.
In the paper, you mentioned that you have run five times for different data split. what's the seed for your split?
Hi @dinobby ,
Thank you for releasing the source code of your nice work.
Sorry for disturbing you. However, I only wonder the number of relations of FewRel dataset that you reported in your paper.
In the original paper, the authors reported that the number of relations for FewRel is 100 relations and 70,000 instances. However, in Table 1 in your paper, you reported the number of relations is 80, with 56,000 instances.
Please let me know why they are different. Thank you very much for your time and your help!
Hi @dinobby ,
Thank you for releasing the source code of your nice work.
Sorry for disturbing you. In the Wiki-ZSL data, each original sample contains multiple relations, that is, the length of 'edgeSet' is greater than 1. And in the code of processing Wiki-ZSL data, only the first item of 'edgeSet' is selected, that is, only one relation category is considered for each sample, and other categories are directly ignored. Am I understanding that right? Why not consider all relations for each sample?
Hope to get your answer and thank you very much for your time and your help!
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.