Paraphrase Identification
The goal of Paraphrase Identification is to determine whether a pair of sentences have the same meaning.
Source: Adversarial Examples with Difficult Common Words for Paraphrase Identification
Image source: On Paraphrase Identification Corpora
Papers
Showing 1–10 of 172 papers
All datasetsQuora Question PairsMSRPQuora Question Pairs Dev2017_test setAPIMDbPITTranslated SNLI Dataset in MarathiTURLWikiHopYelp
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | BERT-Base | Direct Intrinsic Dimension | 9,295 | — | Unverified |
| 2 | data2vec | Accuracy | 92.4 | — | Unverified |
| 3 | SMART-BERT | Dev Accuracy | 91.5 | — | Unverified |
| 4 | ALICE | F1 | 90.7 | — | Unverified |
| 5 | MFAE | Accuracy | 90.54 | — | Unverified |
| 6 | RoBERTa-large 355M + Entailment as Few-shot Learner | F1 | 89.2 | — | Unverified |
| 7 | MwAN | Accuracy | 89.12 | — | Unverified |
| 8 | DIIN | Accuracy | 89.06 | — | Unverified |
| 9 | MSEM | Accuracy | 88.86 | — | Unverified |
| 10 | Bi-CAS-LSTM | Accuracy | 88.6 | — | Unverified |