| GenEOL: Harnessing the Generative Power of LLMs for Training-Free Sentence Embeddings | Oct 18, 2024 | Contrastive LearningMTEB Benchmark | CodeCode Available | 0 |
| A new approach for fine-tuning sentence transformers for intent classification and out-of-scope detection tasks | Oct 17, 2024 | Classificationintent-classification | CodeCode Available | 0 |
| Black-Box Segmentation of Electronic Medical Records | Sep 29, 2024 | SegmentationSentence | —Unverified | 0 |
| An Effective Approach to Embedding Source Code by Combining Large Language and Sentence Embedding Models | Sep 23, 2024 | Clone DetectionDomain Adaptation | —Unverified | 0 |
| Towards Building Efficient Sentence BERT Models using Layer Pruning | Sep 21, 2024 | Natural Language InferenceSemantic Textual Similarity | —Unverified | 0 |
| Enhancing Unsupervised Sentence Embeddings via Knowledge-Driven Data Augmentation and Gaussian-Decayed Contrastive Learning | Sep 19, 2024 | Contrastive LearningData Augmentation | —Unverified | 0 |
| ConCSE: Unified Contrastive Learning and Augmentation for Code-Switched Embeddings | Aug 28, 2024 | Contrastive LearningNatural Language Inference | CodeCode Available | 0 |
| Practical token pruning for foundation models in few-shot conversational virtual assistant systems | Aug 21, 2024 | ClassificationContrastive Learning | —Unverified | 0 |
| Extracting Sentence Embeddings from Pretrained Transformer Models | Aug 15, 2024 | ClusteringRetrieval-augmented Generation | —Unverified | 0 |
| Sign Language Translation with Sentence Embedding Supervision | Aug 14, 2024 | Gloss-free Sign Language TranslationSentence | CodeCode Available | 0 |
