Paraphrase Identification

19 benchmarks172 papers

The goal of Paraphrase Identification is to determine whether a pair of sentences have the same meaning.

<span class="description-source">Source: Adversarial Examples with Difficult Common Words for Paraphrase Identification </span>

Image source: On Paraphrase Identification Corpora

Benchmarks

Paraphrase Identification on Quora Question Pairs

AccuracyF1Dev AccuracyDirect Intrinsic DimensionStructure Aware Intrinsic DimensionAccuarcyDev F1

Paraphrase Identification on MSRP

AccuracyF1

Paraphrase Identification on 2017_test set

10 fold Cross validation

Paraphrase Identification on AP

MCC

Paraphrase Identification on IMDb

Accuracy

Paraphrase Identification on PIT

AP

Paraphrase Identification on Quora Question Pairs Dev

Val AccuracyVal F1 Score

Paraphrase Identification on TURL

AP

Paraphrase Identification on Yelp

Accuracy

Paraphrase Identification on Translated SNLI Dataset in Marathi

1:1 Accuracy

Paraphrase Identification on WikiHop

Accuracy