AgentRE

This repository contains code for paper "AgentRE: An Agent-Based Framework for Navigating Complex Information Landscapes in Relation Extraction".

Run

1. download the datasets: you can download SciERC from here and DuIE2.0 from here.
2. process the datasets: see data_preprocessor.py.
3. prepare the python environment: see requirements.txt.
4. 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

Cite

@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},
}