- Summary : https://isi.edu/~tg/posts/2021/03/macroavg-rare-types-important/
- Paper: https://aclanthology.org/2021.naacl-main.90/
This repository contains all the tools, analysis and outcomes of our "Macro-Average: Rare Types Are Important Too" paper.
This repository has git submodules, so the correct way to clone this is:
git clone --recursive git@github.com:thammegowda/007-mt-eval-macro.git
You may also refer to .gitmodules file to see the URLs of submodules.
The organization of this directory is as follows:
+ justifs/
+ webnlg-human-evaluation/: WebNLG task
+ wmt-metrics/ : WMT metrics task
+ material/ : CLIR task CLSSTS datasets
+ mtir-lignos-etal-2019/ : CLIR task Europarl dataset
+ bleurt-bias/ : showing model-based metrics e.g. BLEUT are biased
+ snmt-vs-unmt/ : comparison between SNMT v/s UNMT
Please refer to paper for the role of each task. Each directory have scripts required to obtain the results.
@inproceedings{gowda-etal-2021-macro,
title = "Macro-Average: Rare Types Are Important Too",
author = "Gowda, Thamme and
You, Weiqiu and
Lignos, Constantine and
May, Jonathan",
booktitle = "Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies",
month = jun,
year = "2021",
address = "Online",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2021.naacl-main.90",
doi = "10.18653/v1/2021.naacl-main.90",
pages = "1138--1157",
}```