Analysis methods in neural language processing: A survey

Y Belinkov, J Glass - … of the Association for Computational Linguistics, 2019 - direct.mit.edu
The field of natural language processing has seen impressive progress in recent years, with
neural network models replacing many of the traditional systems. A plethora of new models …

Evaluating gender bias in machine translation

G Stanovsky, NA Smith, L Zettlemoyer - ar** machine translation practitioners prioritize model improvements
S Robertson, ZJ Wang, D Moritz, MB Kery… - Proceedings of the 2023 …, 2023 - dl.acm.org
Machine learning (ML) models can fail in unexpected ways in the real world, but not all
model failures are equal. With finite time and resources, ML practitioners are forced to …