quotect 1.0.1

state-of-the-art, ready to use software for quotation detection in German texts

quotect

Python package to perform quotation detection on German texts.

Installation

From PYPI: pip install quotect

From reposiory: pip install -e .

Usage

import json
from quotect import Quotect, QuotectArguments, QuoteInput
args = QuotectArguments(
    model_name_or_path="fynnos/quotect-mt5-base",
    output_dir="/tmp",
    predict_with_generate=True,
    generation_max_length=4096,  # max. 4096
    generation_num_beams=1,
)
q = Quotect(args)
input = QuoteInput(
    name="example",
    tokens=[],
    sentences=[],
    text="Sie sagte gestern: 'Morgen scheint die Sonne!' Jemand anderes erwiderte, dass es bestimmt regnen wird.",
)
print(json.dumps(q.predict(input)))

Citation

Based on the publication Fine-grained quotation detection and attribution in German news articles