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Sentence Embedding

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TitleStatusHype
Intrinsic vs. Extrinsic Evaluation of Czech Sentence Embeddings: Semantic Relevance Doesn't Help with MT Evaluation—0
Factors affecting the in-context learning abilities of LLMs for dialogue state tracking—0
Quality-Diversity Red-Teaming: Automated Generation of High-Quality and Diverse Attackers for Large Language Models—0
Mechanistic Decomposition of Sentence Representations—0
Rethinking the Understanding Ability across LLMs through Mutual Information—0
Contrastive Prompting Enhances Sentence Embeddings in LLMs through Inference-Time SteeringCode0
Semantic Probabilistic Control of Language Models—0
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
sEEG-based Encoding for Sentence Retrieval: A Contrastive Learning Approach to Brain-Language Alignment—0
MultiClaimNet: A Massively Multilingual Dataset of Fact-Checked Claim Clusters—0
CASE -- Condition-Aware Sentence Embeddings for Conditional Semantic Textual Similarity Measurement—0
IPCGRL: Language-Instructed Reinforcement Learning for Procedural Level GenerationCode0
FanChuan: A Multilingual and Graph-Structured Benchmark For Parody Detection and AnalysisCode1
Evolutionary Algorithms Approach For Search Based On Semantic Document Similarity—0
Exploring RWKV for Sentence Embeddings: Layer-wise Analysis and Baseline Comparison for Semantic SimilarityCode0
Refining Sentence Embedding Model through Ranking Sentences Generation with Large Language ModelsCode2
Task-agnostic Prompt Compression with Context-aware Sentence Embedding and Reward-guided Task Descriptor—0
Performance Evaluation of Sentiment Analysis on Text and Emoji Data Using End-to-End, Transfer Learning, Distributed and Explainable AI Models—0
Optimizing Sentence Embedding with Pseudo-Labeling and Model Ensembles: A Hierarchical Framework for Enhanced NLP Tasks—0
Token Prepending: A Training-Free Approach for Eliciting Better Sentence Embeddings from LLMs—0
Large Concept Models: Language Modeling in a Sentence Representation SpaceCode7
Detecting Redundant Health Survey Questions Using Language-agnostic BERT Sentence Embedding (LaBSE)—0
LuxEmbedder: A Cross-Lingual Approach to Enhanced Luxembourgish Sentence EmbeddingsCode0
Pralekha: An Indic Document Alignment Evaluation BenchmarkCode0
DoubleCCA: Improving Foundation Model Group Robustness with Random Sentence Embeddings—0
BanglaEmbed: Efficient Sentence Embedding Models for a Low-Resource Language Using Cross-Lingual Distillation Techniques—0
CmdCaliper: A Semantic-Aware Command-Line Embedding Model and Dataset for Security ResearchCode1
Dialectal and Low-Resource Machine Translation for Aromanian—0
GenEOL: Harnessing the Generative Power of LLMs for Training-Free Sentence EmbeddingsCode0
A new approach for fine-tuning sentence transformers for intent classification and out-of-scope detection tasksCode0
Efficient Few-shot Learning for Multi-label Classification of Scientific Documents with Many ClassesCode1
Black-Box Segmentation of Electronic Medical Records—0
An Effective Approach to Embedding Source Code by Combining Large Language and Sentence Embedding Models—0
Towards Building Efficient Sentence BERT Models using Layer Pruning—0
Enhancing Unsupervised Sentence Embeddings via Knowledge-Driven Data Augmentation and Gaussian-Decayed Contrastive Learning—0
ConCSE: Unified Contrastive Learning and Augmentation for Code-Switched EmbeddingsCode0
Practical token pruning for foundation models in few-shot conversational virtual assistant systems—0
Extracting Sentence Embeddings from Pretrained Transformer Models—0
Sign Language Translation with Sentence Embedding SupervisionCode0
reCSE: Portable Reshaping Features for Sentence Embedding in Self-supervised Contrastive LearningCode0
In-Context Example Selection via Similarity Search Improves Low-Resource Machine TranslationCode0
QAEA-DR: A Unified Text Augmentation Framework for Dense Retrieval—0
Tracking linguistic information in transformer-based sentence embeddings through targeted sparsificationCode0
Whitening Not Recommended for Classification Tasks in LLMs—0
Unveiling the Potential of BERTopic for Multilingual Fake News Analysis -- Use Case: Covid-19—0
Are there identifiable structural parts in the sentence embedding whole?—0
Towards Understanding Domain Adapted Sentence Embeddings for Document Retrieval—0
Space Decomposition for Sentence EmbeddingCode0
MTEB-French: Resources for French Sentence Embedding Evaluation and Analysis—0
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