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MRQA
The MRQA (Machine Reading for Question Answering) dataset is a dataset for evaluating the generalization capabilities of reading comprehension systems.
Source: MRQA 2019 Shared Task: Evaluating Generalization in Reading Comprehension
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Question Answering | MRQA | LinkBERT (large) Average F1 81.0 | LinkBERT: Pretraining Language Models with Document Links | michiyasunaga/LinkBERT | 2 | Compare |
Papers archive 2025-07-28
2 shown of 2 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 116. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| LinkBERT: Pretraining Language Models with Document Links | 1 | 1 | 29 Mar 2022 | ran 0 of 14 samples (14 unverified) |
| BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding | 534 | 1 | 11 Oct 2018 | ran 204 of 659 samples (455 unverified; 149 pointer-only for licence) |
Dataset loaders archive 2025-07-28
3 loaders as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
Unknown
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- MRQA
1 variant name, as the archive lists them.
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