| Sentence Embedding Models for Ancient Greek Using Multilingual Knowledge Distillation | Aug 24, 2023 | Authorship AttributionKnowledge Distillation | CodeCode Available | 1 |
| The Five-Dollar Model: Generating Game Maps and Sprites from Sentence Embeddings | Aug 8, 2023 | SentenceSentence Embeddings | CodeCode Available | 1 |
| Scaling Sentence Embeddings with Large Language Models | Jul 31, 2023 | Contrastive LearningIn-Context Learning | CodeCode Available | 1 |
| Whitening-based Contrastive Learning of Sentence Embeddings | May 28, 2023 | Contrastive LearningDiversity | CodeCode Available | 1 |
| Contrastive Learning of Sentence Embeddings from Scratch | May 24, 2023 | Contrastive LearningNatural Language Inference | CodeCode Available | 1 |
| Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Recover the Whole Sentence | May 4, 2023 | DecoderLanguage Modeling | CodeCode Available | 1 |
| Improving Contrastive Learning of Sentence Embeddings from AI Feedback | May 3, 2023 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Efficient and Flexible Topic Modeling using Pretrained Embeddings and Bag of Sentences | Feb 6, 2023 | SentenceSentence Embeddings | CodeCode Available | 1 |
| Relational Sentence Embedding for Flexible Semantic Matching | Dec 17, 2022 | RelationSemantic Textual Similarity | CodeCode Available | 1 |
| English Contrastive Learning Can Learn Universal Cross-lingual Sentence Embeddings | Nov 11, 2022 | Contrastive LearningRetrieval | CodeCode Available | 1 |
| miCSE: Mutual Information Contrastive Learning for Low-shot Sentence Embeddings | Nov 9, 2022 | Contrastive LearningFew-Shot Learning | CodeCode Available | 1 |
| Beyond Prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering Representations | Oct 29, 2022 | ClusteringSentence | CodeCode Available | 1 |
| Bootstrapping meaning through listening: Unsupervised learning of spoken sentence embeddings | Oct 23, 2022 | Acoustic Unit DiscoveryContrastive Learning | CodeCode Available | 1 |
| InfoCSE: Information-aggregated Contrastive Learning of Sentence Embeddings | Oct 8, 2022 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings | Sep 20, 2022 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Reweighting Strategy based on Synthetic Data Identification for Sentence Similarity | Aug 29, 2022 | SentenceSentence Embedding | CodeCode Available | 1 |
| Training Effective Neural Sentence Encoders from Automatically Mined Paraphrases | Jul 26, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| On the Effectiveness of Sentence Encoding for Intent Detection Meta-Learning | Jul 1, 2022 | Intent DetectionMeta-Learning | CodeCode Available | 1 |
| SBERT studies Meaning Representations: Decomposing Sentence Embeddings into Explainable Semantic Features | Jun 14, 2022 | Abstract Meaning RepresentationNegation | CodeCode Available | 1 |
| Improving Contrastive Learning of Sentence Embeddings with Case-Augmented Positives and Retrieved Negatives | Jun 6, 2022 | AttributeContrastive Learning | CodeCode Available | 1 |
| EASE: Entity-Aware Contrastive Learning of Sentence Embedding | May 9, 2022 | ClusteringContrastive Learning | CodeCode Available | 1 |
| SCD: Self-Contrastive Decorrelation of Sentence Embeddings | May 1, 2022 | Self-Supervised LearningSentence | CodeCode Available | 1 |
| NMTScore: A Multilingual Analysis of Translation-based Text Similarity Measures | Apr 28, 2022 | Data-to-Text GenerationMachine Translation | CodeCode Available | 1 |
| MCSE: Multimodal Contrastive Learning of Sentence Embeddings | Apr 22, 2022 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 1 |
| Is Neural Topic Modelling Better than Clustering? An Empirical Study on Clustering with Contextual Embeddings for Topics | Apr 21, 2022 | ClusteringSentence | CodeCode Available | 1 |
