This article describes the A Toolkit for Automatic Machine Translation Evaluation and Meta-evaluation, an open framework offering system and metric developers a text interface to a rich repository of metrics and meta-metrics.

2-3-Oh my God, a mistake!-It's not our mistake!-Isn't it? Whose is it?-Information Retrieval. " BRAZIL "-4-Acknowledgements One man deserves the credit, one man deserves the blame… TOM LEHRER, " LOBACHEVSKY " I would like to thank my supervisor, Wolfgang Stock, who provided me with patience, support and the occasional much-needed prod to my derrière. He gave me the possibility to write a part o...

Since the recent studies (KDD'20) done by Krichene and Rendle on sampling based top-k evaluation metric for recommendation, there have been a lot of debate validity using evaluating recommendation algorithms. Though their work Li et. al. proposed some basic approach mapping metrics to counter-part in global which uses entire dataset, is still lack understanding how should be used evaluation, ap...