SENT

Codes for ACL2021 paper "SENT: Sentence-level Distant Relation Extraction via Negative Training"

Environment

Python 3.6.5, Pytorch 1.6.0, Hugging Face Transformers 3.4.0

Original data can be downloaded from https://github.com/PaddlePaddle/Research/tree/master/NLP/ACL2019-ARNOR. We offer the pre-processed data we used in the data/ dir. (The training data file is too large and can be downloaded from https://drive.google.com/file/d/1DL-UhXCSqf0qTlDM1_k3YTIggZSG2Khr/view?usp=sharing)
Download the pre-trained word vectors glove.6B.50d from https://github.com/stanfordnlp/GloVe , and put it in the data/ dir.

Train the model with:

sh run.sh

Name		Name	Last commit message	Last commit date
Latest commit History 7 Commits
data		data
lib		lib
model		model
scripts		scripts
.DS_Store		.DS_Store
README.md		README.md
run.sh		run.sh
run_tacred.sh		run_tacred.sh
train_nyt.py		train_nyt.py
train_tacred.py		train_tacred.py