Concepedia

On the Intrinsic and Extrinsic Fairness Evaluation Metrics for Contextualized Language Representations

Yang Cao, Yada Pruksachatkun, Kai-Wei Chang, Rahul Gupta, Varun Kumar, Jwala Dhamala, Aram Galstyan

2022 · 40 citations · 12 references

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Abstract

Yang Cao, Yada Pruksachatkun, Kai-Wei Chang, Rahul Gupta, Varun Kumar, Jwala Dhamala, Aram Galstyan. Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers). 2022.

References

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DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

Victor Sanh, Lysandre Debut, Julien Chaumond et al. · arXiv (Cornell University) · 2019 · 4.6K citations · Full text

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Measuring Bias in Contextualized Word Representations

Keita Kurita, Nidhi Vyas, Ayush Pareek et al. · 2019 · 339 citations · Full text

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Gender Bias in Contextualized Word Embeddings

Jieyu Zhao, Tianlu Wang, Mark Yatskar et al. · 2019 · 339 citations · Full text

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GPT-Neo: Large Scale Autoregressive Language Modeling with Mesh-Tensorflow

Sid Black, Leo Gao, Phil Wang et al. · Zenodo (CERN European Organization for Nuclear Research) · 2021 · 318 citations · Full text

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