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Sentence Embedding
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논문
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Practical token pruning for foundation models in few-shot conversational virtual assistant systems
Extracting Sentence Embeddings from Pretrained Transformer Models
reCSE: Portable Reshaping Features for Sentence Embedding in Self-supervised Contrastive Learning
In-Context Example Selection via Similarity Search Improves Low-Resource Machine Translation
QAEA-DR: A Unified Text Augmentation Framework for Dense Retrieval
Tracking linguistic information in transformer-based sentence embeddings through targeted sparsification
Whitening Not Recommended for Classification Tasks in LLMs
Unveiling the Potential of BERTopic for Multilingual Fake News Analysis -- Use Case: Covid-19
Are there identifiable structural parts in the sentence embedding whole?
Towards Understanding Domain Adapted Sentence Embeddings for Document Retrieval
Space Decomposition for Sentence Embedding
MTEB-French: Resources for French Sentence Embedding Evaluation and Analysis
Multi-Scale Feature Fusion Quantum Depthwise Convolutional Neural Networks for Text Classification
Unveiling Key Aspects of Fine-Tuning in Sentence Embeddings: A Representation Rank Analysis
SetCSE: Set Operations using Contrastive Learning of Sentence Embeddings
TopoLedgerBERT: Topological Learning of Ledger Description Embeddings using Siamese BERT-Networks
Missed Connections: Lateral Thinking Puzzles for Large Language Models
Is Next Token Prediction Sufficient for GPT? Exploration on Code Logic Comprehension
Simple Techniques for Enhancing Sentence Embeddings in Generative Language Models
Enhancing Cross-lingual Sentence Embedding for Low-resource Languages with Word Alignment
Sentence-level Media Bias Analysis with Event Relation Graph
SentiCSE: A Sentiment-aware Contrastive Sentence Embedding Framework with Sentiment-guided Textual Similarity
KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning
Multilingual Sentence-T5: Scalable Sentence Encoders for Multilingual Applications
Making Sentence Embeddings Robust to User-Generated Content
Adaptative Bilingual Aligning Using Multilingual Sentence Embedding
RobustSentEmbed: Robust Sentence Embeddings Using Adversarial Self-Supervised Contrastive Learning
Bridging Language and Items for Retrieval and Recommendation
Improving Sentence Embeddings with Automatic Generation of Training Data Using Few-shot Examples
2D Matryoshka Sentence Embeddings
UMBCLU at SemEval-2024 Task 1A and 1C: Semantic Textual Relatedness with and without machine translation
TexShape: Information Theoretic Sentence Embedding for Language Models
Morality is Non-Binary: Building a Pluralist Moral Sentence Embedding Space using Contrastive Learning
LSTM-based Deep Neural Network With A Focus on Sentence Representation for Sequential Sentence Classification in Medical Scientific Abstracts
Linguistic-Based Mild Cognitive Impairment Detection Using Informative Loss
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