metadata

title: Paper Hero
emoji: 💪
colorFrom: indigo
colorTo: yellow
sdk: docker
app_port: 7860
pinned: true
license: apache-2.0

💪 Paper Hero

A toolkit to help search for papers from aclanthology, arXiv and dblp.

🌴 Setup

Make sure you have Git and Python 3.10.8 installed (or Python >= 3.9).
Install dependencies: pip install -r requirements.txt

🚀 QuickStart

Run the example in run.py:

$ # clone this repo
$ git clone https://github.com/Spico197/paper-hero.git
$ cd paper-hero
$ # get ready for the acl data, since it is cache-based
$ bash scripts/get_aclanthology.sh
$ python run.py
$ # the results will be saved into `results/`, check them out 🎉
$ ls results

from src.interfaces.aclanthology import AclanthologyPaperList
from src.utils import dump_paper_list_to_markdown_checklist

if __name__ == "__main__":
    # use `bash scripts/get_aclanthology.sh` to download and prepare anthology data first
    paper_list = AclanthologyPaperList("cache/aclanthology.json")
    ee_query = {
        "title": [
            # Any of the strings below is matched
            ["information extraction"],
            ["event", "extraction"],    # title must include `event` and `extraction`
            ["event", "argument", "extraction"],
            ["event", "detection"],
            ["event", "classification"],
            ["event", "tracking"],
            ["event", "relation", "extraction"],
        ],
        # Besides the title constraint, venue must also meet the needs
        "venue": [
            ["acl"],
            ["emnlp"],
            ["naacl"],
            ["coling"],
            ["findings"],
            ["tacl"],
            ["cl"],
        ],
    }
    ee_papers = paper_list.search(ee_query)
    dump_paper_list_to_markdown_checklist(ee_papers, "results/ee-paper-list.md")

🗺️ Roadmap

aclanthology
arXiv
dblp
add frontend support for building a demo
year and month searching