| DefSent: Sentence Embeddings using Definition Sentences | May 10, 2021 | Natural Language InferenceSentence | CodeCode Available | 1 |
| XeroAlign: Zero-Shot Cross-lingual Transformer Alignment | May 6, 2021 | Multilingual NLPNatural Language Understanding | CodeCode Available | 0 |
| Open Intent Discovery through Unsupervised Semantic Clustering and Dependency Parsing | Apr 25, 2021 | ClusteringDependency Parsing | CodeCode Available | 0 |
| Comparative Analysis of Machine Learning and Deep Learning Algorithms for Detection of Online Hate Speech | Apr 23, 2021 | Feature EngineeringSentence | —Unverified | 0 |
| SimCSE: Simple Contrastive Learning of Sentence Embeddings | Apr 18, 2021 | Contrastive LearningData Augmentation | CodeCode Available | 2 |
| Dual-View Distilled BERT for Sentence Embedding | Apr 18, 2021 | SentenceSentence Embedding | —Unverified | 0 |
| Are Classes Clusters? | Apr 16, 2021 | ClassificationClustering | —Unverified | 0 |
| Generating Datasets with Pretrained Language Models | Apr 15, 2021 | Semantic Textual SimilaritySentence | CodeCode Available | 1 |
| Sentence Embeddings by Ensemble Distillation | Apr 14, 2021 | Knowledge DistillationSemantic Textual Similarity | —Unverified | 0 |
| TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding Learning | Apr 14, 2021 | DenoisingDomain Adaptation | CodeCode Available | 1 |
