TSDAE

Reported on 5 benchmarks across 3 tasks · 1 paper · 5 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing5 results

Semantic Textual SimilarityonPIT
AP· 2021-04-14
69.2
SOTA
TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding Learning arXiv:2104.06979
Semantic Textual SimilarityonTURL
AP· 2021-04-14
76.8
SOTA
TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding Learning arXiv:2104.06979
Paraphrase IdentificationonPIT
AP· 2021-04-14
69.2
SOTA
TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding Learning arXiv:2104.06979
Paraphrase IdentificationonTURL
AP· 2021-04-14
76.8
SOTA
TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding Learning arXiv:2104.06979
Information RetrievalonCQADupStack
mAP@100· 2021-04-14
0.145
best: 0.16 (SGPT-BE-5.8B)
SOTA
TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding Learning arXiv:2104.06979