| Dialog2Flow: Pre-training Soft-Contrastive Action-Driven Sentence Embeddings for Automatic Dialog Flow Extraction | Oct 24, 2024 | Representation LearningSentence | CodeCode Available | 1 |
| GenEOL: Harnessing the Generative Power of LLMs for Training-Free Sentence Embeddings | Oct 18, 2024 | Contrastive LearningMTEB Benchmark | CodeCode Available | 0 |
| Parallel Corpus Augmentation using Masked Language Models | Oct 4, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Mitigating Semantic Leakage in Cross-lingual Embeddings via Orthogonality Constraint | Sep 24, 2024 | DisentanglementRepresentation Learning | CodeCode Available | 0 |
| Leveraging Estimated Transferability Over Human Intuition for Model Selection in Text Ranking | Sep 24, 2024 | Model SelectionSentence | CodeCode Available | 0 |
| Enhancing Unsupervised Sentence Embeddings via Knowledge-Driven Data Augmentation and Gaussian-Decayed Contrastive Learning | Sep 19, 2024 | Contrastive LearningData Augmentation | —Unverified | 0 |
| Exploring syntactic information in sentence embeddings through multilingual subject-verb agreement | Sep 10, 2024 | Multiple-choiceSentence | —Unverified | 0 |
| Exploring Italian sentence embeddings properties through multi-tasking | Sep 10, 2024 | SentenceSentence Embeddings | CodeCode Available | 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 |
