Key Results for BERT Models with Debiasing Techniques

A 5.5 KB Excel file containing key results for BERT models with debiasing techniques. The dataset was authored by Sayyed Mohammad Pourya Momtaz Esfahani and last updated on May 4, 2026. It is shared under a CC-BY-4.0 license on the figshare platform.

Use Cases

• Benchmarking debiasing techniques based on reported key results.
• Analyzing the performance impact of fairness interventions on BERT models.
• Comparing different debiasing methodologies based on the compiled metrics.

Strengths

• Dataset is small (5.5 KB), facilitating quick download and inspection.
• License is clearly defined as CC-BY-4.0, allowing for reuse with attribution.
• Update timestamp is precise, showing last modification on 2026-05-04 17:42:45.

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

figshare

Collection Method

Likely compiled from experimental results.

Time Range

The dataset itself has no stated temporal coverage for its content.

Freshness

Last updated 2026-05-04 17:42:45; freshness should be verified.

Geography

No geographic coverage is indicated.