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Sentence Embeddings

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TitleStatusHype
Sentence Embeddings as an intermediate target in end-to-end summarisationCode0
JTCSE: Joint Tensor-Modulus Constraints and Cross-Attention for Unsupervised Contrastive Learning of Sentence EmbeddingsCode0
Scalable Unit Harmonization in Medical Informatics Using Bi-directional Transformers and Bayesian-Optimized BM25 and Sentence Embedding Retrieval—0
Information Leakage of Sentence Embeddings via Generative Embedding Inversion AttacksCode0
Leveraging Language Models for Automated Patient Record Linkage—0
A Framework for Lightweight Responsible Prompting Recommendation—0
M2D2: Exploring General-purpose Audio-Language Representations Beyond CLAPCode0
A Retrieval-Based Approach to Medical Procedure Matching in Romanian—0
SCI-IDEA: Context-Aware Scientific Ideation Using Token and Sentence Embeddings—0
CASE -- Condition-Aware Sentence Embeddings for Conditional Semantic Textual Similarity Measurement—0
Text Compression for Efficient Language Generation—0
Domain Adaptation for Japanese Sentence Embeddings with Contrastive Learning based on Synthetic Sentence GenerationCode0
SINdex: Semantic INconsistency Index for Hallucination Detection in LLMs—0
Exploring RWKV for Sentence Embeddings: Layer-wise Analysis and Baseline Comparison for Semantic SimilarityCode0
Complex Ontology Matching with Large Language Model Embeddings—0
Optimizing Sentence Embedding with Pseudo-Labeling and Model Ensembles: A Hierarchical Framework for Enhanced NLP Tasks—0
2-Tier SimCSE: Elevating BERT for Robust Sentence Embeddings—0
AgentRec: Agent Recommendation Using Sentence Embeddings Aligned to Human FeedbackCode0
FuocChuVIP123 at CoMeDi Shared Task: Disagreement Ranking with XLM-Roberta Sentence Embeddings and Deep Neural Regression—0
Conversational Text Extraction with Large Language Models Using Retrieval-Augmented Systems—0
Enhancing Plagiarism Detection in Marathi with a Weighted Ensemble of TF-IDF and BERT Embeddings for Low-Resource Language ProcessingCode0
Multi-label Cross-lingual automatic music genre classification from lyrics with Sentence BERT—0
Token Prepending: A Training-Free Approach for Eliciting Better Sentence Embeddings from LLMs—0
An Incremental Clustering Baseline for Event Detection on TwitterCode0
GEAR: A Simple GENERATE, EMBED, AVERAGE AND RANK Approach for Unsupervised Reverse DictionaryCode0
LuxEmbedder: A Cross-Lingual Approach to Enhanced Luxembourgish Sentence EmbeddingsCode0
DoubleCCA: Improving Foundation Model Group Robustness with Random Sentence Embeddings—0
HNCSE: Advancing Sentence Embeddings via Hybrid Contrastive Learning with Hard Negatives—0
GASE: Generatively Augmented Sentence Encoding—0
GenEOL: Harnessing the Generative Power of LLMs for Training-Free Sentence EmbeddingsCode0
Parallel Corpus Augmentation using Masked Language Models—0
Leveraging Estimated Transferability Over Human Intuition for Model Selection in Text RankingCode0
Mitigating Semantic Leakage in Cross-lingual Embeddings via Orthogonality ConstraintCode0
Enhancing Unsupervised Sentence Embeddings via Knowledge-Driven Data Augmentation and Gaussian-Decayed Contrastive Learning—0
Exploring syntactic information in sentence embeddings through multilingual subject-verb agreement—0
Exploring Italian sentence embeddings properties through multi-taskingCode0
Extracting Sentence Embeddings from Pretrained Transformer Models—0
Sign Language Translation with Sentence Embedding SupervisionCode0
New Curriculum, New Chance -- Retrieval Augmented Generation for Lesson Planning in Ugandan Secondary Schools. Prototype Quality Evaluation—0
In-Context Example Selection via Similarity Search Improves Low-Resource Machine TranslationCode0
Open Sentence Embeddings for Portuguese with the Serafim PT* encoders family—0
Tracking linguistic information in transformer-based sentence embeddings through targeted sparsificationCode0
Modular Sentence Encoders: Separating Language Specialization from Cross-Lingual AlignmentCode0
BERTer: The Efficient One—0
Intelligent Multi-Document Summarisation for Extracting Insights on Racial Inequalities from Maternity Incident Investigation Reports—0
Are there identifiable structural parts in the sentence embedding whole?—0
Towards Understanding Domain Adapted Sentence Embeddings for Document Retrieval—0
News Without Borders: Domain Adaptation of Multilingual Sentence Embeddings for Cross-lingual News RecommendationCode0
SparseCL: Sparse Contrastive Learning for Contradiction Retrieval—0
Exploring the Correlation between Human and Machine Evaluation of Simultaneous Speech Translation—0
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