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Sentence Embeddings

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TitleStatusHype
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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