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Sentence Embedding

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Showing 101–150 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 sparsificationCode0
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
Is Next Token Prediction Sufficient for GPT? Exploration on Code Logic Comprehension—0
Enhancing Cross-lingual Sentence Embedding for Low-resource Languages with Word Alignment—0
Sentence-level Media Bias Analysis with Event Relation GraphCode0
Multilingual Sentence-T5: Scalable Sentence Encoders for Multilingual Applications—0
Making Sentence Embeddings Robust to User-Generated ContentCode0
Adaptative Bilingual Aligning Using Multilingual Sentence Embedding—0
RobustSentEmbed: Robust Sentence Embeddings Using Adversarial Self-Supervised Contrastive LearningCode0
Improving Sentence Embeddings with Automatic Generation of Training Data Using Few-shot ExamplesCode0
UMBCLU at SemEval-2024 Task 1A and 1C: Semantic Textual Relatedness with and without machine translationCode0
TexShape: Information Theoretic Sentence Embedding for Language ModelsCode0
Morality is Non-Binary: Building a Pluralist Moral Sentence Embedding Space using Contrastive LearningCode0
LSTM-based Deep Neural Network With A Focus on Sentence Representation for Sequential Sentence Classification in Medical Scientific Abstracts—0
Linguistic-Based Mild Cognitive Impairment Detection Using Informative Loss—0
Tracing the Genealogies of Ideas with Large Language Model Embeddings—0
Hierarchical Classification of Transversal Skills in Job Ads Based on Sentence Embeddings—0
Enhancing Source Code Classification Effectiveness via Prompt Learning Incorporating Knowledge FeaturesCode0
Sentiment analysis in Tourism: Fine-tuning BERT or sentence embeddings concatenation?—0
OrchestraLLM: Efficient Orchestration of Language Models for Dialogue State Tracking—0
Translation Aligned Sentence Embeddings for Turkish Language—0
Unraveling Downstream Gender Bias from Large Language Models: A Study on AI Educational Writing AssistanceCode0
TST^R: Target Similarity Tuning Meets the Real World—0
On the Dimensionality of Sentence Embeddings—0
On the Language Encoder of Contrastive Cross-modal Models—0
StoryAnalogy: Deriving Story-level Analogies from Large Language Models to Unlock Analogical UnderstandingCode0
Large Language Models can Contrastively Refine their Generation for Better Sentence Representation LearningCode0
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