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Sentence Embedding
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Factors affecting the in-context learning abilities of LLMs for dialogue state tracking
Quality-Diversity Red-Teaming: Automated Generation of High-Quality and Diverse Attackers for Large Language Models
Mechanistic Decomposition of Sentence Representations
Rethinking the Understanding Ability across LLMs through Mutual Information
Contrastive Prompting Enhances Sentence Embeddings in LLMs through Inference-Time Steering
Semantic Probabilistic Control of Language Models
Scalable Unit Harmonization in Medical Informatics Using Bi-directional Transformers and Bayesian-Optimized BM25 and Sentence Embedding Retrieval
Information Leakage of Sentence Embeddings via Generative Embedding Inversion Attacks
sEEG-based Encoding for Sentence Retrieval: A Contrastive Learning Approach to Brain-Language Alignment
MultiClaimNet: A Massively Multilingual Dataset of Fact-Checked Claim Clusters
CASE -- Condition-Aware Sentence Embeddings for Conditional Semantic Textual Similarity Measurement
IPCGRL: Language-Instructed Reinforcement Learning for Procedural Level Generation
FanChuan: A Multilingual and Graph-Structured Benchmark For Parody Detection and Analysis
Exploring RWKV for Sentence Embeddings: Layer-wise Analysis and Baseline Comparison for Semantic Similarity
Evolutionary Algorithms Approach For Search Based On Semantic Document Similarity
Task-agnostic Prompt Compression with Context-aware Sentence Embedding and Reward-guided Task Descriptor
Refining Sentence Embedding Model through Ranking Sentences Generation with Large Language Models
Performance Evaluation of Sentiment Analysis on Text and Emoji Data Using End-to-End, Transfer Learning, Distributed and Explainable AI Models
Optimizing Sentence Embedding with Pseudo-Labeling and Model Ensembles: A Hierarchical Framework for Enhanced NLP Tasks
Token Prepending: A Training-Free Approach for Eliciting Better Sentence Embeddings from LLMs
Large Concept Models: Language Modeling in a Sentence Representation Space
Detecting Redundant Health Survey Questions Using Language-agnostic BERT Sentence Embedding (LaBSE)
LuxEmbedder: A Cross-Lingual Approach to Enhanced Luxembourgish Sentence Embeddings
Pralekha: An Indic Document Alignment Evaluation Benchmark
DoubleCCA: Improving Foundation Model Group Robustness with Random Sentence Embeddings
BanglaEmbed: Efficient Sentence Embedding Models for a Low-Resource Language Using Cross-Lingual Distillation Techniques
CmdCaliper: A Semantic-Aware Command-Line Embedding Model and Dataset for Security Research
Dialectal and Low-Resource Machine Translation for Aromanian
GenEOL: Harnessing the Generative Power of LLMs for Training-Free Sentence Embeddings
A new approach for fine-tuning sentence transformers for intent classification and out-of-scope detection tasks
Efficient Few-shot Learning for Multi-label Classification of Scientific Documents with Many Classes
Black-Box Segmentation of Electronic Medical Records
An Effective Approach to Embedding Source Code by Combining Large Language and Sentence Embedding Models
Towards Building Efficient Sentence BERT Models using Layer Pruning
Enhancing Unsupervised Sentence Embeddings via Knowledge-Driven Data Augmentation and Gaussian-Decayed Contrastive Learning
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