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Sentence Embeddings

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Showing 1–25 of 615 papers

TitleStatusHype
From Neurons to Semantics: Evaluating Cross-Linguistic Alignment Capabilities of Large Language Models via Neurons Alignment—0
SemCSE: Semantic Contrastive Sentence Embeddings Using LLM-Generated Summaries For Scientific Abstracts—0
Intrinsic vs. Extrinsic Evaluation of Czech Sentence Embeddings: Semantic Relevance Doesn't Help with MT Evaluation—0
Do We Talk to Robots Like Therapists, and Do They Respond Accordingly? Language Alignment in AI Emotional Support—0
Mechanistic Decomposition of Sentence Representations—0
Rethinking the Understanding Ability across LLMs through Mutual Information—0
LLMs Are Not Scorers: Rethinking MT Evaluation with Generation-Based MethodsCode0
Contrastive Prompting Enhances Sentence Embeddings in LLMs through Inference-Time SteeringCode0
NBF at SemEval-2025 Task 5: Light-Burst Attention Enhanced System for Multilingual Subject Recommendation—0
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
4D LangSplat: 4D Language Gaussian Splatting via Multimodal Large Language ModelsCode2
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
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