_   _                 _ _        ____      _        _                 _ 
 | \ | | ___   ___   __| | | ___  |  _ \ ___| |_ _ __(_) _____   ____ _| |
 |  \| |/ _ \ / _ \ / _` | |/ _ \ | |_) / _ \ __| '__| |/ _ \ \ / / _` | |
 | |\  | (_) | (_) | (_| | |  __/ |  _ <  __/ |_| |  | |  __/\ V / (_| | |
 |_| \_|\___/ \___/ \__,_|_|\___| |_| \_\___|\__|_|  |_|\___| \_/ \__,_|_|

neural reranking & extractive question answering with:

• k-nrm: end-to-end neural ad-hoc ranking with kernel pooling xiong et al., 2017
• tk: transformer-kernel ranking mitra et al., 2020, based on matchmaker by hofstätter et al.

run make to see the available target environments to run the code.

make help