What is recorded here?
Systematically revisited BERT training choices and reported stronger language-understanding results with longer training, more data and altered masking choices.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
RoBERTa is a BERT pre-training replication and optimization study, not the original bidirectional-transformer invention.
Read the original work
- Liu and colleagues: RoBERTa optimized BERT pre-training — original paper
- Liu and colleagues: RoBERTa optimized BERT pre-training — 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
Yinhan Liu; Myle Ott; Naman Goyal; Jingfei Du; Mandar Joshi; Danqi Chen; Omer Levy; Mike Lewis; Luke Zettlemoyer; Veselin Stoyanov
Complete named paper byline. Human research, source-reported system execution and experimental validation are distinct; individual effort shares are not measured.
Research locations and affiliations
Location not yet established
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English catalogue narrative
Liu and colleagues: RoBERTa optimized BERT pre-training
Systematically revisited BERT training choices and reported stronger language-understanding results with longer training, more data and altered masking choices.
Scientific scope
RoBERTa is a BERT pre-training replication and optimization study, not the original bidirectional-transformer invention.
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
Yinhan Liu; Myle Ott; Naman Goyal; Jingfei Du; Mandar Joshi; Danqi Chen; Omer Levy; Mike Lewis; Luke Zettlemoyer; Veselin Stoyanov
Complete named paper byline. Human research, source-reported system execution and experimental validation are distinct; individual effort shares are not measured.