TENET: TExtual traiNing Examples from daTa

Repository for TENET, an evidence extraction pipeline from tabular data. Developed as a semester project at EURECOM under the supervision of Professor Paolo Papotti. TENET implements various heuristics to retrieve data from the FEVEROUS dataset as well as transformer-based tasks to construct meaningful sentences from this data.

Setup

First, create a new virtual environment in the project directory and activate it

python3 -m venv .env
source .env/bin/activate

Then, install all requirements

pip install -r requirements.txt
pip install --no-deps feverous

Usage

You can check that everything works by running examples/pipeline_main.py or alternatively generate your sentences directly on the following Google Colab notebook: