Concepedia

Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods

Jieyu Zhao, Tianlu Wang, Mark Yatskar, Vicente Ordóñez, Kai-Wei Chang

2018 · 674 citations · 20 references

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Abstract

Jieyu Zhao, Tianlu Wang, Mark Yatskar, Vicente Ordonez, Kai-Wei Chang. Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers). 2018.

References

20

Neural Architectures for Named Entity Recognition

Guillaume Lample, Miguel Ballesteros, Sandeep Subramanian et al. · 2016 · 4.4K citations · Full text

, , +16

Semantics derived automatically from language corpora contain human-like biases

Aylin Caliskan, Joanna J. Bryson, Arvind Narayanan · Science · 2017 · 2.8K citations · Full text

, , +15

Head-Driven Statistical Models for Natural Language Parsing

Michael Collins · Computational Linguistics · 2003 · 1.9K citations · Full text

, , +16

Certifying and Removing Disparate Impact

Michael Feldman, Sorelle A. Friedler, John Moeller et al. · 2015 · 1.8K citations

, , +16

Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings

Tolga Bolukbasi, Kai-Wei Chang, James Zou et al. · arXiv (Cornell University) · 2016 · 1.4K citations · Full text

, , +16