| Hierarchical Classification of Transversal Skills in Job Ads Based on Sentence Embeddings | Jan 10, 2024 | ClassificationLanguage Modeling | —Unverified | 0 |
| Disentangling continuous and discrete linguistic signals in transformer-based sentence embeddings | Dec 18, 2023 | SentenceSentence Embeddings | —Unverified | 0 |
| Grammatical information in BERT sentence embeddings as two-dimensional arrays | Dec 15, 2023 | Few-Shot LearningSentence | CodeCode Available | 0 |
| Sentiment analysis in Tourism: Fine-tuning BERT or sentence embeddings concatenation? | Dec 12, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Compositional Fusion of Signals in Data Embedding | Nov 18, 2023 | Recommendation SystemsSentence | —Unverified | 0 |
| Translation Aligned Sentence Embeddings for Turkish Language | Nov 16, 2023 | DecoderSentence | —Unverified | 0 |
| How Far Can We Extract Diverse Perspectives from Large Language Models? | Nov 16, 2023 | DiversitySentence | CodeCode Available | 0 |
| Exploring Semi-supervised Hierarchical Stacked Encoder for Legal Judgement Prediction | Nov 14, 2023 | SentenceSentence Embeddings | CodeCode Available | 0 |
| BeLLM: Backward Dependency Enhanced Large Language Model for Sentence Embeddings | Nov 9, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Validating ChatGPT Facts through RDF Knowledge Graphs and Sentence Similarity | Nov 8, 2023 | Knowledge GraphsSentence | —Unverified | 0 |
| Sparse Contrastive Learning of Sentence Embeddings | Nov 7, 2023 | Contrastive LearningSemantic Textual Similarity | —Unverified | 0 |
| Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations | Nov 7, 2023 | Contrastive LearningSemantic Similarity | CodeCode Available | 1 |
| Content Significance Distribution of Sub-Text Blocks in Articles and Its Application to Article-Organization Assessment | Nov 3, 2023 | ArticlesSentence | —Unverified | 0 |
| 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 |
| Bipartite Graph Pre-training for Unsupervised Extractive Summarization with Graph Convolutional Auto-Encoders | Oct 29, 2023 | Extractive SummarizationSentence | CodeCode Available | 1 |
| Lost in Translation -- Multilingual Misinformation and its Evolution | Oct 27, 2023 | Fact CheckingMisinformation | —Unverified | 0 |
| Non-contrastive sentence representations via self-supervision | Oct 26, 2023 | SentenceSentence Embeddings | —Unverified | 0 |
| This Reads Like That: Deep Learning for Interpretable Natural Language Processing | Oct 25, 2023 | Deep LearningSentence | CodeCode Available | 0 |
| On the Dimensionality of Sentence Embeddings | Oct 23, 2023 | Representation LearningSentence | —Unverified | 0 |
| DistillCSE: Distilled Contrastive Learning for Sentence Embeddings | Oct 20, 2023 | Contrastive LearningKnowledge Distillation | CodeCode Available | 0 |
| Investigating semantic subspaces of Transformer sentence embeddings through linear structural probing | Oct 18, 2023 | DecoderNatural Language Inference | CodeCode Available | 0 |
| HiCL: Hierarchical Contrastive Learning of Unsupervised Sentence Embeddings | Oct 15, 2023 | Contrastive LearningRepresentation Learning | —Unverified | 0 |
| Improving Contrastive Learning of Sentence Embeddings with Focal-InfoNCE | Oct 10, 2023 | Contrastive LearningSentence | 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 |
