tanyuqian / knowledge-harvest-from-lms Goto Github PK
View Code? Open in Web Editor NEWACL 2023 (Findings) - BertNet: Harvesting Knowledge Graphs from Pretrained Language Models
Home Page: https://lmnet.io
ACL 2023 (Findings) - BertNet: Harvesting Knowledge Graphs from Pretrained Language Models
Home Page: https://lmnet.io
Hello, Thanks for sharing your work.
How can I run your approach on different datasets?
TIA
Hi,
When playing with your code, I found that you create CLI tools by fire:
if __name__ == '__main__':
fire.Fire(main)
and the function main
is defined as:
def main(rel_set='conceptnet',
model_name='roberta-large',
max_n_ent_tuples=1000,
max_n_prompts=20,
prompt_temp=2.,
max_word_repeat=5,
max_ent_subwords=2,
use_init_prompts=False):
......
Thus, the options n_ent_tuples
and n_prompts
will not be passed, and the main
function, will run with default values
python main.py --rel_set conceptnet --model_name roberta-large --n_ent_tuples 1000 --n_prompts 20
better change to
python main.py --rel_set conceptnet --model_name roberta-large --max_n_ent_tuples 1000 --max_n_prompts 20
Also from my side big thanks for sharing your work!
In your publication you state that (with minor amendments) one could also use generative models to extract KG tuples. Is this already available somewhere in you implementation? And if not: Would you mind providing a rough sketch how one should do it?
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.