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Sentence Embedding

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TitleStatusHype
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
Simple Techniques for Enhancing Sentence Embeddings in Generative Language ModelsCode1
Enhancing Cross-lingual Sentence Embedding for Low-resource Languages with Word Alignment—0
Sentence-level Media Bias Analysis with Event Relation GraphCode0
SentiCSE: A Sentiment-aware Contrastive Sentence Embedding Framework with Sentiment-guided Textual SimilarityCode1
KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive LearningCode1
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
Bridging Language and Items for Retrieval and RecommendationCode3
Improving Sentence Embeddings with Automatic Generation of Training Data Using Few-shot ExamplesCode0
2D Matryoshka Sentence EmbeddingsCode4
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
Enhancing Source Code Classification Effectiveness via Prompt Learning Incorporating Knowledge FeaturesCode0
Hierarchical Classification of Transversal Skills in Job Ads Based on Sentence Embeddings—0
Sentiment analysis in Tourism: Fine-tuning BERT or sentence embeddings concatenation?—0
Some Like It Small: Czech Semantic Embedding Models for Industry ApplicationsCode1
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
An Efficient Self-Supervised Cross-View Training For Sentence EmbeddingCode1
AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot ClassificationCode1
Japanese SimCSE Technical ReportCode1
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
Decoding Emotional Experiences in Dyadic Conversations of Married Couples: Leveraging Semantic Similarity through Sentence Embedding—0
Sentence Attention Blocks for Answer Grounding—0
Leveraging Multi-lingual Positive Instances in Contrastive Learning to Improve Sentence Embedding—0
DebCSE: Rethinking Unsupervised Contrastive Sentence Embedding Learning in the Debiasing Perspective—0
Sentence Embedding Models for Ancient Greek Using Multilingual Knowledge DistillationCode1
SONAR: Sentence-Level Multimodal and Language-Agnostic RepresentationsCode2
A Comparative Study of Sentence Embedding Models for Assessing Semantic Variation—0
Topological Interpretations of GPT-3—0
Scaling Sentence Embeddings with Large Language ModelsCode1
Jina Embeddings: A Novel Set of High-Performance Sentence Embedding Models—0
AspectCSE: Sentence Embeddings for Aspect-based Semantic Textual Similarity Using Contrastive Learning and Structured Knowledge—0
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