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Sentence Embeddings

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TitleStatusHype
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
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
ParaAMR: A Large-Scale Syntactically Diverse Paraphrase Dataset by AMR Back-TranslationCode0
Fake News Detection and Behavioral Analysis: Case of COVID-19—0
Efficient Document Embeddings via Self-Contrastive Bregman Divergence Learning—0
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
Unsupervised Sentence Representation Learning with Frequency-induced Adversarial Tuning and Incomplete Sentence FilteringCode0
Semantic Composition in Visually Grounded Language Models—0
Instance Smoothed Contrastive Learning for Unsupervised Sentence EmbeddingCode0
Multilevel Sentence Embeddings for Personality PredictionCode0
Reinforcement Learning for Topic ModelsCode0
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
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
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
Unsupervised Extractive Summarization with Heterogeneous Graph Embeddings for Chinese Document—0
Contrastive Learning with Prompt-derived Virtual Semantic Prototypes for Unsupervised Sentence EmbeddingCode0
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