| 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 |
| Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language Models | Apr 11, 2021 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 1 |
| WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach | Apr 5, 2021 | RetrievalSentence | CodeCode Available | 1 |
| Persistence Homology of TEDtalk: Do Sentence Embeddings Have a Topological Shape? | Mar 25, 2021 | SentenceSentence Embeddings | —Unverified | 0 |
| Automatic Difficulty Classification of Arabic Sentences | Mar 7, 2021 | Binary ClassificationClassification | —Unverified | 0 |
| Unsupervised Sentence-embeddings by Manifold Approximation and Projection | Feb 7, 2021 | SentenceSentence Embeddings | CodeCode Available | 0 |
| Analyzing Zero-shot Cross-lingual Transfer in Supervised NLP Tasks | Jan 26, 2021 | Cross-Lingual TransferLanguage Modeling | —Unverified | 0 |
| Applying Transfer Learning for Improving Domain-Specific Search Experience Using Query to Question Similarity | Jan 7, 2021 | QQPQuestion Similarity | —Unverified | 0 |
| Contrasting distinct structured views to learn sentence embeddings | Jan 1, 2021 | SentenceSentence Embedding | —Unverified | 0 |
| Deep Representational Re-tuning using Contrastive Tension | Jan 1, 2021 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 1 |
| Towards end-to-end disease prediction from raw metagenomic data | Jan 1, 2021 | Disease PredictionMultiple Instance Learning | —Unverified | 0 |
| A Paragraph-level Multi-task Learning Model for Scientific Fact-Verification | Dec 28, 2020 | Fact VerificationMisinformation | CodeCode Available | 1 |
| Checking Fact Worthiness using Sentence Embeddings | Dec 16, 2020 | Fact CheckingInformation Retrieval | —Unverified | 0 |
| Primer AI's Systems for Acronym Identification and Disambiguation | Dec 14, 2020 | document understandingSentence | CodeCode Available | 0 |
| IITkgp at FinCausal 2020, Shared Task 1: Causality Detection using Sentence Embeddings in Financial Reports | Dec 1, 2020 | regressionSentence | —Unverified | 0 |
| Sentence Transformers and Bayesian Optimization for Adverse Drug Effect Detection from Twitter | Dec 1, 2020 | Bayesian OptimizationHyperparameter Optimization | —Unverified | 0 |
