Here we present our comprehensive ensemble-framework which you can call with mainFrame.py [--help]
. Please use Python 3.9 and run python -m pip install -r requirements.txt
beforehand.
@inproceedings{heinisch-etal-2023-ensemble,
title={ACCEPT at SemEval-2023 Task 3: An Ensemble-based Approach to Multilingual Framing Detection},
author={Heinisch, Philipp and Plenz, Moritz and Frank, Anette and Cimiano, Philipp},
booktitle = {Proceedings of the 17th International Workshop on Semantic Evaluation},
series = {SemEval 2023},
year = {2023},
address = {Toronto, Canada},
month = {July},
}
- Instantiate
- a data-preprocessor:
pipeline/preprocessing/FrameDatasetInterface.py
- an encoder:
pipeline/encoder/EncoderInterface.py
- (if you need a fancy additional aggregator when text chunking is applied:
pipeline/aggregator/AggregatorInterface.py
)
- a data-preprocessor:
- add your new method in
const.py
- if you need additional libraries, update
requirements.txt
please! - enjoy - ensemble- combine :)