| Sentence Embeddings using Supervised Contrastive Learning | Jun 9, 2021 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 0 |
| ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer | May 25, 2021 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 1 |
| DefSent: Sentence Embeddings using Definition Sentences | May 10, 2021 | Natural Language InferenceSentence | CodeCode Available | 1 |
| Predicting Distant Metastases in Soft-Tissue Sarcomas from PET-CT scans using Constrained Hierarchical Multi-Modality Feature Learning | Apr 23, 2021 | ManagementSTS | —Unverified | 0 |
| Dual-View Distilled BERT for Sentence Embedding | Apr 18, 2021 | SentenceSentence Embedding | —Unverified | 0 |
| SimCSE: Simple Contrastive Learning of Sentence Embeddings | Apr 18, 2021 | Contrastive LearningData Augmentation | CodeCode Available | 2 |
| Are Classes Clusters? | Apr 16, 2021 | ClassificationClustering | —Unverified | 0 |
| Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders | Apr 16, 2021 | Contrastive LearningCross-Lingual Semantic Textual Similarity | CodeCode Available | 1 |
| TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding Learning | Apr 14, 2021 | DenoisingDomain Adaptation | CodeCode Available | 1 |
| Sentence Embeddings by Ensemble Distillation | Apr 14, 2021 | Knowledge DistillationSemantic Textual Similarity | —Unverified | 0 |
