Datasets › MRPC
MRPC (Microsoft Research Paraphrase Corpus)
Microsoft Research Paraphrase Corpus (MRPC) is a corpus consists of 5,801 sentence pairs collected from newswire articles. Each pair is labelled if it is a paraphrase or not by human annotators. The whole set is divided into a training subset (4,076 sentence pairs of which 2,753 are paraphrases) and a test subset (1,725 pairs of which 1,147 are paraphrases).
Source: Exploiting Semantic Annotations and Q-Learning for Constructing an Efficient Hierarchy/Graph Texts Organization Image Source: https://www.aclweb.org/anthology/I05-5002.pdf
Benchmarks archive 2025-07-28
All 4 leaderboards 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 | ||||
|---|---|---|---|---|---|---|
| Semantic Textual Similarity | MRPC | MT-DNN-SMART Accuracy 93.7% | SMART: Robust and Efficient Fine-Tuning for Pre-trained... | namisan/mt-dnn +5 | 45 | Compare |
| Semantic Textual Similarity | MRPC Dev | Synthesizer (R+V) Accuracy 91.2 | Synthesizer: Rethinking Self-Attention in Transformer Models | 10-zin/Synthesizer | 2 | Compare |
| Few-Shot Learning | MRPC | DART F1-score 78.3(4.5) | Differentiable Prompt Makes Pre-trained Language Models... | zjunlp/DART +3 | 1 | Compare |
| Natural Language Inference | MRPC | DeBERTaV3large Acc 92.2 | DeBERTaV3: Improving DeBERTa using ELECTRA-Style... | microsoft/DeBERTa +2 | 1 | Compare |
Papers archive 2025-07-28
30 shown of 36 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 786. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
The full list of 36 is in the JSON twin.
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- MRPC
- MRPC Dev
2 variant names, as the archive lists them.
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections