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Sentence Embeddings

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TitleStatusHype
SCD: Self-Contrastive Decorrelation for Sentence EmbeddingsCode1
Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based LearningCode1
A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence EmbeddingsCode1
Just Rank: Rethinking Evaluation with Word and Sentence SimilaritiesCode1
Toward Interpretable Semantic Textual Similarity via Optimal Transport-based Contrastive Sentence LearningCode1
USCORE: An Effective Approach to Fully Unsupervised Evaluation Metrics for Machine TranslationCode1
PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence EmbeddingsCode1
ScanQA: 3D Question Answering for Spatial Scene UnderstandingCode1
DistilCSE: Effective Knowledge Distillation For Contrastive Sentence EmbeddingsCode1
TSDAE: Using Transformer-based Sequential Denoising Auto-Encoderfor Unsupervised Sentence Embedding LearningCode1
FinEAS: Financial Embedding Analysis of SentimentCode1
DialogueCSE: Dialogue-based Contrastive Learning of Sentence EmbeddingsCode1
ESimCSE: Enhanced Sample Building Method for Contrastive Learning of Unsupervised Sentence EmbeddingCode1
PAUSE: Positive and Annealed Unlabeled Sentence EmbeddingCode1
Imposing Relation Structure in Language-Model Embeddings Using Contrastive LearningCode1
Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text ModelsCode1
Self-Guided Contrastive Learning for BERT Sentence RepresentationsCode1
DefSent: Sentence Embeddings using Definition SentencesCode1
Generating Datasets with Pretrained Language ModelsCode1
TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding LearningCode1
Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language ModelsCode1
WhiteningBERT: An Easy Unsupervised Sentence Embedding ApproachCode1
Deep Representational Re-tuning using Contrastive TensionCode1
A Paragraph-level Multi-task Learning Model for Scientific Fact-VerificationCode1
SpanAlign: Sentence Alignment Method based on Cross-Language Span Prediction and ILPCode1
On the Sentence Embeddings from Pre-trained Language ModelsCode1
IESTAC: English-Italian Parallel Corpus for End-to-End Speech-to-Text Machine TranslationCode1
iNLTK: Natural Language Toolkit for Indic LanguagesCode1
An Unsupervised Sentence Embedding Method by Mutual Information MaximizationCode1
Structured Attention for Unsupervised Dialogue Structure InductionCode1
Going Beyond T-SNE: Exposing whatlies in Text EmbeddingsCode1
Language-agnostic BERT Sentence EmbeddingCode1
DeCLUTR: Deep Contrastive Learning for Unsupervised Textual RepresentationsCode1
ColBERT: Using BERT Sentence Embedding in Parallel Neural Networks for Computational HumorCode1
Making Monolingual Sentence Embeddings Multilingual using Knowledge DistillationCode1
Evaluation of Sentence Representations in PolishCode1
Simple and Effective Paraphrastic Similarity from Parallel TranslationsCode1
Sentence-BERT: Sentence Embeddings using Siamese BERT-NetworksCode1
Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and BeyondCode1
A Corpus for Multilingual Document Classification in Eight LanguagesCode1
Universal Sentence EncoderCode1
From Neurons to Semantics: Evaluating Cross-Linguistic Alignment Capabilities of Large Language Models via Neurons Alignment—0
SemCSE: Semantic Contrastive Sentence Embeddings Using LLM-Generated Summaries For Scientific Abstracts—0
Intrinsic vs. Extrinsic Evaluation of Czech Sentence Embeddings: Semantic Relevance Doesn't Help with MT Evaluation—0
Do We Talk to Robots Like Therapists, and Do They Respond Accordingly? Language Alignment in AI Emotional Support—0
Mechanistic Decomposition of Sentence Representations—0
Rethinking the Understanding Ability across LLMs through Mutual Information—0
LLMs Are Not Scorers: Rethinking MT Evaluation with Generation-Based MethodsCode0
Contrastive Prompting Enhances Sentence Embeddings in LLMs through Inference-Time SteeringCode0
Sentence Embeddings as an intermediate target in end-to-end summarisationCode0
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