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Lan and colleagues: ALBERT parameter-efficient language representations

Reduced BERT-style model parameters through factorized embeddings and cross-layer sharing while evaluating language-understanding performance.

What is recorded here?

Reduced BERT-style model parameters through factorized embeddings and cross-layer sharing while evaluating language-understanding performance.

Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.

Scientific scope

First preprint appeared in 2019; year follows ICLR 2020. ALBERT is a BERT-derived design, not original bidirectional pre-training.

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People and systems

Zhenzhong Lan; Mingda Chen; Sebastian Goodman; Kevin Gimpel; Piyush Sharma; Radu Soricut

Complete named paper byline. Human research, source-reported system execution and experimental validation are distinct; individual effort shares are not measured.

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English catalogue narrative

Lan and colleagues: ALBERT parameter-efficient language representations

Reduced BERT-style model parameters through factorized embeddings and cross-layer sharing while evaluating language-understanding performance.

Scientific scope

First preprint appeared in 2019; year follows ICLR 2020. ALBERT is a BERT-derived design, not original bidirectional pre-training.

Reading status

This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.

People and systems

Zhenzhong Lan; Mingda Chen; Sebastian Goodman; Kevin Gimpel; Piyush Sharma; Radu Soricut

Complete named paper byline. Human research, source-reported system execution and experimental validation are distinct; individual effort shares are not measured.

Original sources