Uncertain natural language inference

Uncertain Natural Language Inference

This repository hosts the code for the following paper:

• Tongfei Chen*, Zhengping Jiang*, Adam Poliak, Keisuke Sakaguchi, Benjamin Van Durme (2020): Uncertain natural language inference. In Proceedings of ACL.

Prerequisites

• Python >= 3.6

Running

This repository uses Ducttape to manage intermediate results of the experiment pipeline.

To run a portion of the pipeline, first clone this repository to your location, then in unli.tape, modify package unli .path variable to where your location of this repository is.

Then use the following command:

  ducttape unli.tape -p <TASK>

where <TASK> is any of the following:

One can easily execute different tasks by modifying the plans in the tape files.

Citation

Please cite this paper and package as

@inproceedings{UNLI-ACL20,
    author = {Tongfei Chen and Zhengping Jiang and Adam Poliak and Keisuke Sakaguchi and Benjamin {Van Durme}},
    title = {Uncertain natural language inference},
    booktitle = {Proceedings of ACL},
    year = {2020}
}