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Sentence Embeddings

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TitleStatusHype
Hierarchical Classification of Transversal Skills in Job Ads Based on Sentence Embeddings—0
Disentangling continuous and discrete linguistic signals in transformer-based sentence embeddings—0
Grammatical information in BERT sentence embeddings as two-dimensional arraysCode0
Sentiment analysis in Tourism: Fine-tuning BERT or sentence embeddings concatenation?—0
Compositional Fusion of Signals in Data Embedding—0
How Far Can We Extract Diverse Perspectives from Large Language Models?Code0
Translation Aligned Sentence Embeddings for Turkish Language—0
Exploring Semi-supervised Hierarchical Stacked Encoder for Legal Judgement PredictionCode0
BeLLM: Backward Dependency Enhanced Large Language Model for Sentence EmbeddingsCode2
Validating ChatGPT Facts through RDF Knowledge Graphs and Sentence Similarity—0
Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic RepresentationsCode1
Sparse Contrastive Learning of Sentence Embeddings—0
Content Significance Distribution of Sub-Text Blocks in Articles and Its Application to Article-Organization Assessment—0
AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot ClassificationCode1
Japanese SimCSE Technical ReportCode1
Bipartite Graph Pre-training for Unsupervised Extractive Summarization with Graph Convolutional Auto-EncodersCode1
Lost in Translation -- Multilingual Misinformation and its Evolution—0
Non-contrastive sentence representations via self-supervision—0
This Reads Like That: Deep Learning for Interpretable Natural Language ProcessingCode0
On the Dimensionality of Sentence Embeddings—0
DistillCSE: Distilled Contrastive Learning for Sentence EmbeddingsCode0
Investigating semantic subspaces of Transformer sentence embeddings through linear structural probingCode0
HiCL: Hierarchical Contrastive Learning of Unsupervised Sentence Embeddings—0
Improving Contrastive Learning of Sentence Embeddings with Focal-InfoNCECode0
Decoding Emotional Experiences in Dyadic Conversations of Married Couples: Leveraging Semantic Similarity through Sentence Embedding—0
CoT-BERT: Enhancing Unsupervised Sentence Representation through Chain-of-ThoughtCode1
Semantic Text Compression for Classification—0
Do Large GPT Models Discover Moral Dimensions in Language Representations? A Topological Study Of Sentence Embeddings—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
Gpachov at CheckThat! 2023: A Diverse Multi-Approach Ensemble for Subjectivity Detection in News Articles—0
Narrowing the Gap between Supervised and Unsupervised Sentence Representation Learning with Large Language ModelCode0
CrisisTransformers: Pre-trained language models and sentence encoders for crisis-related social media texts—0
A deep Natural Language Inference predictor without language-specific training data—0
Representations Matter: Embedding Modes of Large Language Models using Dynamic Mode Decomposition—0
MatchXML: An Efficient Text-label Matching Framework for Extreme Multi-label Text ClassificationCode1
Sentence Embedding Models for Ancient Greek Using Multilingual Knowledge DistillationCode1
SONAR: Sentence-Level Multimodal and Language-Agnostic RepresentationsCode2
The Five-Dollar Model: Generating Game Maps and Sprites from Sentence EmbeddingsCode1
Scaling Sentence Embeddings with Large Language ModelsCode1
Attention over pre-trained Sentence Embeddings for Long Document Classification—0
AspectCSE: Sentence Embeddings for Aspect-based Semantic Textual Similarity Using Contrastive Learning and Structured Knowledge—0
Composition-contrastive Learning for Sentence EmbeddingsCode0
Efficient Domain Adaptation of Sentence Embeddings Using Adapters—0
Utilizing ChatGPT Generated Data to Retrieve Depression Symptoms from Social Media—0
A Framework for Identifying Depression on Social Media: MentalRiskES@IberLEF 2023Code0
SIFTER: A Task-specific Alignment Strategy for Enhancing Sentence Embeddings—0
CMLM-CSE: Based on Conditional MLM Contrastive Learning for Sentence Embeddings—0
Whitening-based Contrastive Learning of Sentence EmbeddingsCode1
ParaAMR: A Large-Scale Syntactically Diverse Paraphrase Dataset by AMR Back-TranslationCode0
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