This repository contains code for paper "AgentRE: An Agent-Based Framework for Navigating Complex Information Landscapes in Relation Extraction".
- download the datasets: you can download
SciERC
from here andDuIE2.0
from here. - process the datasets: see data_preprocessor.py.
- prepare the python environment: see requirements.txt.
- config and run: select or make your own config file in
src/config
folder, and run with main.py.
# a sample bash script to run
bash run.sh
@inproceedings{shi2024agentre,
author = {Yuchen Shi and Guochao Jiang and Tian Qiu and Deqing Yang},
title = {AgentRE: An Agent-Based Framework for Navigating Complex Information Landscapes in Relation Extraction},
booktitle = {Proceedings of the 33rd ACM International Conference on Information and Knowledge Management (CIKM '24)},
year = {2024},
month = {October},
publisher = {ACM},
address = {Boise, ID, USA},
doi = {10.1145/3627673.3679791},
isbn = {979-8-4007-0436-9/24/10},
}