What is recorded here?
Proposed replaced-token detection as a sample-efficient discriminative pre-training objective for language representations.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
ELECTRA changes the pre-training task; it is not the original BERT architecture or a general proof of compute superiority.
Read the original work
- Clark and colleagues: ELECTRA replaced-token detection — original paper
- Clark and colleagues: ELECTRA replaced-token detection — official company source
This English explanation is an editorial reading view. It does not replace the complete original work or certify its science.
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People and systems
Kevin Clark; Minh-Thang Luong; Quoc V. Le; Christopher D. Manning
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
Clark and colleagues: ELECTRA replaced-token detection
Proposed replaced-token detection as a sample-efficient discriminative pre-training objective for language representations.
Scientific scope
ELECTRA changes the pre-training task; it is not the original BERT architecture or a general proof of compute superiority.
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
Kevin Clark; Minh-Thang Luong; Quoc V. Le; Christopher D. Manning
Complete named paper byline. Human research, source-reported system execution and experimental validation are distinct; individual effort shares are not measured.