Flexible Generation of Natural Language Deductions
a.k.a. ParaPattern
https://arxiv.org/abs/2104.08825
Kaj Bostrom, Lucy Zhao, Swarat Chaudhuri, and Greg Durrett
This repository contains all the code needed to replicate the experiments from the paper, and additionally provides a set of tools to put together new natural language deduction operations from scratch.
In the data/ folder, you’ll find all the data used to train and evaluate our models, already preprocessed and ready to go, with the exception of the MNLI dataset due to its size – if you want to replicate our MNLI-BART baseline, you’ll need to download a copy of MNLI and run data/mnli/filter.py for yourself. The data folder also contains several generic conversion scripts, which you may find useful for