https://github.com/Lightblues/AgentRE

Repo for for paper "AgentRE: An Agent-Based Framework for Navigating Complex Information Landscapes in Relation Extraction".
https://github.com/Lightblues/AgentRE

Last synced: 3 days ago
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Repo for for paper "AgentRE: An Agent-Based Framework for Navigating Complex Information Landscapes in Relation Extraction".

• Host: GitHub
• URL: https://github.com/Lightblues/AgentRE
• Owner: Lightblues
• Created: 2024-07-24T08:39:08.000Z (6 months ago)
• Default Branch: main
• Last Pushed: 2024-07-24T13:16:43.000Z (6 months ago)
• Last Synced: 2024-07-25T14:51:53.853Z (6 months ago)
• Language: Python
• Homepage:
• Size: 37.1 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

• awesomerag_paper - https://github.com/Lightblues/AgentRE
• awesomerag_paper - https://github.com/Lightblues/AgentRE

README

        

# 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](http://nlp.cs.washington.edu/sciIE/) and `DuIE2.0` from [here](https://aistudio.baidu.com/competition/detail/65/0/introduction).

2. process the datasets: see [data_preprocessor.py](src/data_utils/data_preprocessor.py).

3. prepare the python environment: see [requirements.txt](requirements.txt).

4. config and run: select or make your own config file in `src/config` folder, and run with [main.py](src/main.py).

```sh

# a sample bash script to run

bash run.sh

```

## Cite

```bib

@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},

}

```