| Multi-Scale Feature Fusion Quantum Depthwise Convolutional Neural Networks for Text Classification | May 22, 2024 | Quantum Machine LearningSentence | CodeCode Available | 0 |
| Unveiling Key Aspects of Fine-Tuning in Sentence Embeddings: A Representation Rank Analysis | May 18, 2024 | Contrastive LearningSentence | —Unverified | 0 |
| SetCSE: Set Operations using Contrastive Learning of Sentence Embeddings | Apr 25, 2024 | Contrastive LearningInformation Retrieval | —Unverified | 0 |
| TopoLedgerBERT: Topological Learning of Ledger Description Embeddings using Siamese BERT-Networks | Apr 19, 2024 | Data AugmentationSemantic Similarity | —Unverified | 0 |
| Missed Connections: Lateral Thinking Puzzles for Large Language Models | Apr 17, 2024 | SentenceSentence Embedding | —Unverified | 0 |
| Is Next Token Prediction Sufficient for GPT? Exploration on Code Logic Comprehension | Apr 13, 2024 | Code CompletionSentence | —Unverified | 0 |
| Simple Techniques for Enhancing Sentence Embeddings in Generative Language Models | Apr 5, 2024 | Prompt EngineeringSentence | CodeCode Available | 1 |
| Enhancing Cross-lingual Sentence Embedding for Low-resource Languages with Word Alignment | Apr 3, 2024 | RetrievalSentence | —Unverified | 0 |
| Sentence-level Media Bias Analysis with Event Relation Graph | Apr 2, 2024 | Graph AttentionLanguage Modeling | CodeCode Available | 0 |
| SentiCSE: A Sentiment-aware Contrastive Sentence Embedding Framework with Sentiment-guided Textual Similarity | Apr 1, 2024 | SentenceSentence Embedding | CodeCode Available | 1 |
| KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning | Mar 26, 2024 | Contrastive LearningKnowledge Distillation | CodeCode Available | 1 |
| Multilingual Sentence-T5: Scalable Sentence Encoders for Multilingual Applications | Mar 26, 2024 | Natural Language InferenceSentence | —Unverified | 0 |
| Making Sentence Embeddings Robust to User-Generated Content | Mar 25, 2024 | SentenceSentence Embedding | CodeCode Available | 0 |
| Adaptative Bilingual Aligning Using Multilingual Sentence Embedding | Mar 18, 2024 | SentenceSentence Embedding | —Unverified | 0 |
| RobustSentEmbed: Robust Sentence Embeddings Using Adversarial Self-Supervised Contrastive Learning | Mar 17, 2024 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 0 |
| Bridging Language and Items for Retrieval and Recommendation | Mar 6, 2024 | RetrievalSentence | CodeCode Available | 3 |
| Improving Sentence Embeddings with Automatic Generation of Training Data Using Few-shot Examples | Feb 23, 2024 | Dataset GenerationDecoder | CodeCode Available | 0 |
| 2D Matryoshka Sentence Embeddings | Feb 22, 2024 | RAGRepresentation Learning | CodeCode Available | 4 |
| UMBCLU at SemEval-2024 Task 1A and 1C: Semantic Textual Relatedness with and without machine translation | Feb 20, 2024 | Machine TranslationNatural Language Understanding | CodeCode Available | 0 |
| TexShape: Information Theoretic Sentence Embedding for Language Models | Feb 5, 2024 | Data CompressionFairness | CodeCode Available | 0 |
| Morality is Non-Binary: Building a Pluralist Moral Sentence Embedding Space using Contrastive Learning | Jan 30, 2024 | Contrastive LearningEthics | CodeCode Available | 0 |
| LSTM-based Deep Neural Network With A Focus on Sentence Representation for Sequential Sentence Classification in Medical Scientific Abstracts | Jan 29, 2024 | SentenceSentence Classification | —Unverified | 0 |
| Linguistic-Based Mild Cognitive Impairment Detection Using Informative Loss | Jan 23, 2024 | SentenceSentence Embedding | —Unverified | 0 |
| Tracing the Genealogies of Ideas with Large Language Model Embeddings | Jan 13, 2024 | Abstract Meaning RepresentationLanguage Modeling | —Unverified | 0 |
| Enhancing Source Code Classification Effectiveness via Prompt Learning Incorporating Knowledge Features | Jan 10, 2024 | ClassificationCode Classification | CodeCode Available | 0 |