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Sentence Embeddings

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TitleStatusHype
Fake News Detection and Behavioral Analysis: Case of COVID-19—0
Efficient Document Embeddings via Self-Contrastive Bregman Divergence Learning—0
Contrastive Learning of Sentence Embeddings from ScratchCode1
Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional OperationsCode0
Is a Prestigious Job the same as a Prestigious Country? A Case Study on Multilingual Sentence Embeddings and European Countries—0
Linear Cross-Lingual Mapping of Sentence EmbeddingsCode0
TaDSE: Template-aware Dialogue Sentence Embeddings—0
SimCSE++: Improving Contrastive Learning for Sentence Embeddings from Two Perspectives—0
Interpretable Word Sense Representations via Definition Generation: The Case of Semantic Change AnalysisCode0
Ditto: A Simple and Efficient Approach to Improve Sentence EmbeddingsCode0
Semantic Composition in Visually Grounded Language Models—0
Unsupervised Sentence Representation Learning with Frequency-induced Adversarial Tuning and Incomplete Sentence FilteringCode0
Instance Smoothed Contrastive Learning for Unsupervised Sentence EmbeddingCode0
Multilevel Sentence Embeddings for Personality PredictionCode0
Reinforcement Learning for Topic ModelsCode0
Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Recover the Whole SentenceCode1
Improving Contrastive Learning of Sentence Embeddings from AI FeedbackCode1
Are the Best Multilingual Document Embeddings simply Based on Sentence Embeddings?Code0
Compressing Sentence Representation with maximum Coding Rate Reduction—0
Semantic Tokenizer for Enhanced Natural Language Processing—0
D2CSE: Difference-aware Deep continuous prompts for Contrastive Sentence Embeddings—0
Graph2topic: an opensource topic modeling framework based on sentence embedding and community detection—0
Static Fuzzy Bag-of-Words: a lightweight sentence embedding algorithm—0
Return of the RNN: Residual Recurrent Networks for Invertible Sentence Embeddings—0
Rediscovering Hashed Random Projections for Efficient Quantization of Contextualized Sentence EmbeddingsCode0
Effectiveness of Data Augmentation for Parameter Efficient Tuning with Limited Data—0
Weighted Sampling for Masked Language Modeling—0
LEALLA: Learning Lightweight Language-agnostic Sentence Embeddings with Knowledge Distillation—0
Efficient and Flexible Topic Modeling using Pretrained Embeddings and Bag of SentencesCode1
Representation biases in sentence transformers—0
Syntax-guided Neural Module Distillation to Probe Compositionality in Sentence Embeddings—0
JCSE: Contrastive Learning of Japanese Sentence Embeddings and Its ApplicationsCode0
Relational Sentence Embedding for Flexible Semantic MatchingCode1
L3Cube-MahaSBERT and HindSBERT: Sentence BERT Models and Benchmarking BERT Sentence Representations for Hindi and MarathiCode0
Modeling Fine-grained Information via Knowledge-aware Hierarchical Graph for Zero-shot Entity RetrievalCode0
Imagination is All You Need! Curved Contrastive Learning for Abstract Sequence Modeling Utilized on Long Short-Term Dialogue PlanningCode0
English Contrastive Learning Can Learn Universal Cross-lingual Sentence EmbeddingsCode1
miCSE: Mutual Information Contrastive Learning for Low-shot Sentence EmbeddingsCode1
Unsupervised Extractive Summarization with Heterogeneous Graph Embeddings for Chinese Document—0
Contrastive Learning with Prompt-derived Virtual Semantic Prototypes for Unsupervised Sentence EmbeddingCode0
Very Low Resource Sentence Alignment: Luhya and Swahili—0
Beyond Prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering RepresentationsCode1
Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue EmbeddingsCode0
BERT-Flow-VAE: A Weakly-supervised Model for Multi-Label Text Classification—0
Bootstrapping meaning through listening: Unsupervised learning of spoken sentence embeddingsCode1
Apple of Sodom: Hidden Backdoors in Superior Sentence Embeddings via Contrastive Learning—0
Pre-trained Sentence Embeddings for Implicit Discourse Relation Classification—0
Retrofitting Multilingual Sentence Embeddings with Abstract Meaning RepresentationCode0
Social Biases in Automatic Evaluation Metrics for NLG—0
Holistic Sentence Embeddings for Better Out-of-Distribution DetectionCode0
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