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Sentence Embedding

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Showing 101–125 of 407 papers

TitleStatusHype
GenEOL: Harnessing the Generative Power of LLMs for Training-Free Sentence EmbeddingsCode0
A new approach for fine-tuning sentence transformers for intent classification and out-of-scope detection tasksCode0
Black-Box Segmentation of Electronic Medical Records—0
An Effective Approach to Embedding Source Code by Combining Large Language and Sentence Embedding Models—0
Towards Building Efficient Sentence BERT Models using Layer Pruning—0
Enhancing Unsupervised Sentence Embeddings via Knowledge-Driven Data Augmentation and Gaussian-Decayed Contrastive Learning—0
ConCSE: Unified Contrastive Learning and Augmentation for Code-Switched EmbeddingsCode0
Practical token pruning for foundation models in few-shot conversational virtual assistant systems—0
Extracting Sentence Embeddings from Pretrained Transformer Models—0
Sign Language Translation with Sentence Embedding SupervisionCode0
reCSE: Portable Reshaping Features for Sentence Embedding in Self-supervised Contrastive LearningCode0
In-Context Example Selection via Similarity Search Improves Low-Resource Machine TranslationCode0
QAEA-DR: A Unified Text Augmentation Framework for Dense Retrieval—0
Tracking linguistic information in transformer-based sentence embeddings through targeted sparsification—0
Whitening Not Recommended for Classification Tasks in LLMs—0
Unveiling the Potential of BERTopic for Multilingual Fake News Analysis -- Use Case: Covid-19—0
Are there identifiable structural parts in the sentence embedding whole?—0
Towards Understanding Domain Adapted Sentence Embeddings for Document Retrieval—0
Space Decomposition for Sentence EmbeddingCode0
MTEB-French: Resources for French Sentence Embedding Evaluation and Analysis—0
Multi-Scale Feature Fusion Quantum Depthwise Convolutional Neural Networks for Text ClassificationCode0
Unveiling Key Aspects of Fine-Tuning in Sentence Embeddings: A Representation Rank Analysis—0
SetCSE: Set Operations using Contrastive Learning of Sentence Embeddings—0
TopoLedgerBERT: Topological Learning of Ledger Description Embeddings using Siamese BERT-Networks—0
Missed Connections: Lateral Thinking Puzzles for Large Language Models—0
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