| Hierarchical Classification of Transversal Skills in Job Ads Based on Sentence Embeddings | Jan 10, 2024 | ClassificationLanguage Modeling | —Unverified | 0 |
| Sentiment analysis in Tourism: Fine-tuning BERT or sentence embeddings concatenation? | Dec 12, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Some Like It Small: Czech Semantic Embedding Models for Industry Applications | Nov 23, 2023 | Image RetrievalKnowledge Distillation | CodeCode Available | 1 |
| OrchestraLLM: Efficient Orchestration of Language Models for Dialogue State Tracking | Nov 16, 2023 | Computational EfficiencyDialogue State Tracking | —Unverified | 0 |
| Translation Aligned Sentence Embeddings for Turkish Language | Nov 16, 2023 | DecoderSentence | —Unverified | 0 |
| Unraveling Downstream Gender Bias from Large Language Models: A Study on AI Educational Writing Assistance | Nov 6, 2023 | SentenceSentence Embedding | CodeCode Available | 0 |
| An Efficient Self-Supervised Cross-View Training For Sentence Embedding | Nov 6, 2023 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification | Nov 1, 2023 | ClassificationLanguage Modelling | CodeCode Available | 1 |
| Japanese SimCSE Technical Report | Oct 30, 2023 | SentenceSentence Embedding | CodeCode Available | 1 |
| TST^R: Target Similarity Tuning Meets the Real World | Oct 26, 2023 | Code GenerationSentence | —Unverified | 0 |
| On the Dimensionality of Sentence Embeddings | Oct 23, 2023 | Representation LearningSentence | —Unverified | 0 |
| On the Language Encoder of Contrastive Cross-modal Models | Oct 20, 2023 | cross-modal alignmentSentence | —Unverified | 0 |
| StoryAnalogy: Deriving Story-level Analogies from Large Language Models to Unlock Analogical Understanding | Oct 19, 2023 | Multiple-choiceNatural Language Understanding | CodeCode Available | 0 |
| Large Language Models can Contrastively Refine their Generation for Better Sentence Representation Learning | Oct 17, 2023 | Contrastive LearningNatural Language Inference | CodeCode Available | 0 |
| Decoding Emotional Experiences in Dyadic Conversations of Married Couples: Leveraging Semantic Similarity through Sentence Embedding | Sep 22, 2023 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| Sentence Attention Blocks for Answer Grounding | Sep 20, 2023 | Question AnsweringSentence | —Unverified | 0 |
| Leveraging Multi-lingual Positive Instances in Contrastive Learning to Improve Sentence Embedding | Sep 16, 2023 | Contrastive LearningCross-Lingual Transfer | —Unverified | 0 |
| DebCSE: Rethinking Unsupervised Contrastive Sentence Embedding Learning in the Debiasing Perspective | Sep 14, 2023 | Contrastive LearningSemantic Similarity | —Unverified | 0 |
| Sentence Embedding Models for Ancient Greek Using Multilingual Knowledge Distillation | Aug 24, 2023 | Authorship AttributionKnowledge Distillation | CodeCode Available | 1 |
| SONAR: Sentence-Level Multimodal and Language-Agnostic Representations | Aug 22, 2023 | DecoderMachine Translation | CodeCode Available | 2 |
| A Comparative Study of Sentence Embedding Models for Assessing Semantic Variation | Aug 8, 2023 | Document SummarizationSemantic Similarity | —Unverified | 0 |
| Topological Interpretations of GPT-3 | Aug 7, 2023 | SentenceSentence Embedding | —Unverified | 0 |
| Scaling Sentence Embeddings with Large Language Models | Jul 31, 2023 | Contrastive LearningIn-Context Learning | CodeCode Available | 1 |
| Jina Embeddings: A Novel Set of High-Performance Sentence Embedding Models | Jul 20, 2023 | NegationRetrieval | —Unverified | 0 |
| AspectCSE: Sentence Embeddings for Aspect-based Semantic Textual Similarity Using Contrastive Learning and Structured Knowledge | Jul 15, 2023 | Contrastive LearningInformation Retrieval | —Unverified | 0 |