Semantic Structure in Large Language Model Embeddings
Fuente:
arXiv
Saved in:
| Main Authors: | Kozlowski, Austin C., Dai, Callin, Boutyline, Andrei |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Semantic Structure of Feature Space in Large Language Models
by: Kozlowski, Austin C., et al.
Published: (2026)
by: Kozlowski, Austin C., et al.
Published: (2026)
In Silico Sociology: Forecasting COVID-19 Polarization with Large Language Models
by: Kozlowski, Austin C., et al.
Published: (2024)
by: Kozlowski, Austin C., et al.
Published: (2024)
Framework for Progressive Knowledge Fusion in Large Language Models Through Structured Conceptual Redundancy Analysis
by: Sakau, Joseph, et al.
Published: (2025)
by: Sakau, Joseph, et al.
Published: (2025)
Semantic Layered Embedding Diffusion in Large Language Models for Multi-Contextual Consistency
by: Kabakum, Irin, et al.
Published: (2025)
by: Kabakum, Irin, et al.
Published: (2025)
Gradients with Respect to Semantics Preserving Embeddings Tell the Uncertainty of Large Language Models
by: Li, Mingda, et al.
Published: (2026)
by: Li, Mingda, et al.
Published: (2026)
Beyond Memorization: Assessing Semantic Generalization in Large Language Models Using Phrasal Constructions
by: Scivetti, Wesley, et al.
Published: (2025)
by: Scivetti, Wesley, et al.
Published: (2025)
On the Semantics of Large Language Models
by: Schuele, Martin
Published: (2025)
by: Schuele, Martin
Published: (2025)
Improving Uncertainty Quantification in Large Language Models via Semantic Embeddings
by: Grewal, Yashvir S., et al.
Published: (2024)
by: Grewal, Yashvir S., et al.
Published: (2024)
Autonomous Structural Memory Manipulation for Large Language Models Using Hierarchical Embedding Augmentation
by: Yotheringhay, Derek, et al.
Published: (2025)
by: Yotheringhay, Derek, et al.
Published: (2025)
Gecko: Versatile Text Embeddings Distilled from Large Language Models
by: Lee, Jinhyuk, et al.
Published: (2024)
by: Lee, Jinhyuk, et al.
Published: (2024)
Towards Universal Semantics With Large Language Models
by: Baartmans, Raymond, et al.
Published: (2025)
by: Baartmans, Raymond, et al.
Published: (2025)
Complex Ontology Matching with Large Language Model Embeddings
by: Sousa, Guilherme, et al.
Published: (2025)
by: Sousa, Guilherme, et al.
Published: (2025)
Unifying Text Semantics and Graph Structures for Temporal Text-attributed Graphs with Large Language Models
by: Zhang, Siwei, et al.
Published: (2025)
by: Zhang, Siwei, et al.
Published: (2025)
Large Language Models for Knowledge Graph Embedding: A Survey
by: Liu, Bingchen, et al.
Published: (2025)
by: Liu, Bingchen, et al.
Published: (2025)
CoLLEGe: Concept Embedding Generation for Large Language Models
by: Teehan, Ryan, et al.
Published: (2024)
by: Teehan, Ryan, et al.
Published: (2024)
Understanding Privacy Risks of Embeddings Induced by Large Language Models
by: Zhu, Zhihao, et al.
Published: (2024)
by: Zhu, Zhihao, et al.
Published: (2024)
Semantic-guided Diverse Decoding for Large Language Model
by: Shi, Weijie, et al.
Published: (2025)
by: Shi, Weijie, et al.
Published: (2025)
"Understanding AI": Semantic Grounding in Large Language Models
by: Lyre, Holger
Published: (2024)
by: Lyre, Holger
Published: (2024)
Querying Structured Data Through Natural Language Using Language Models
by: Valentin-Micu, Hontan, et al.
Published: (2026)
by: Valentin-Micu, Hontan, et al.
Published: (2026)
Language Independent Stance Detection: Social Interaction-based Embeddings and Large Language Models
by: de Landa, Joseba Fernandez, et al.
Published: (2022)
by: de Landa, Joseba Fernandez, et al.
Published: (2022)
MAPLE: Mobile App Prediction Leveraging Large Language Model Embeddings
by: Khaokaew, Yonchanok, et al.
Published: (2023)
by: Khaokaew, Yonchanok, et al.
Published: (2023)
Embedding-Informed Adaptive Retrieval-Augmented Generation of Large Language Models
by: Huang, Chengkai, et al.
Published: (2024)
by: Huang, Chengkai, et al.
Published: (2024)
TEAL: Tokenize and Embed ALL for Multi-modal Large Language Models
by: Yang, Zhen, et al.
Published: (2023)
by: Yang, Zhen, et al.
Published: (2023)
Enhancing Safety of Large Language Models via Embedding Space Separation
by: Zhao, Xu, et al.
Published: (2026)
by: Zhao, Xu, et al.
Published: (2026)
Large Language Models Preserve Semantic Isotopies in Story Continuations
by: Cavazza, Marc
Published: (2025)
by: Cavazza, Marc
Published: (2025)
Semantic Representation Attack against Aligned Large Language Models
by: Lian, Jiawei, et al.
Published: (2025)
by: Lian, Jiawei, et al.
Published: (2025)
Context-Aware Semantic Recomposition Mechanism for Large Language Models
by: Katrix, Richard, et al.
Published: (2025)
by: Katrix, Richard, et al.
Published: (2025)
Context-level Language Modeling by Learning Predictive Context Embeddings
by: Dai, Beiya, et al.
Published: (2025)
by: Dai, Beiya, et al.
Published: (2025)
SiLVERScore: Semantically-Aware Embeddings for Sign Language Generation Evaluation
by: Imai, Saki, et al.
Published: (2025)
by: Imai, Saki, et al.
Published: (2025)
Semantic Density: Uncertainty Quantification for Large Language Models through Confidence Measurement in Semantic Space
by: Qiu, Xin, et al.
Published: (2024)
by: Qiu, Xin, et al.
Published: (2024)
Large Language Models Prompting With Episodic Memory
by: Do, Dai, et al.
Published: (2024)
by: Do, Dai, et al.
Published: (2024)
Using a Large Language Model to generate a Design Structure Matrix
by: Koh, Edwin C. Y.
Published: (2023)
by: Koh, Edwin C. Y.
Published: (2023)
Semantic Consistency for Assuring Reliability of Large Language Models
by: Raj, Harsh, et al.
Published: (2023)
by: Raj, Harsh, et al.
Published: (2023)
Embedding-to-Prefix: Parameter-Efficient Personalization for Pre-Trained Large Language Models
by: Huber, Bernd, et al.
Published: (2025)
by: Huber, Bernd, et al.
Published: (2025)
LLM-JEPA: Large Language Models Meet Joint Embedding Predictive Architectures
by: Huang, Hai, et al.
Published: (2025)
by: Huang, Hai, et al.
Published: (2025)
Linguistic and Embedding-Based Profiling of Texts generated by Humans and Large Language Models
by: Zanotto, Sergio E., et al.
Published: (2025)
by: Zanotto, Sergio E., et al.
Published: (2025)
Structured Chemistry Reasoning with Large Language Models
by: Ouyang, Siru, et al.
Published: (2023)
by: Ouyang, Siru, et al.
Published: (2023)
Revisiting Large Language Model Pruning using Neuron Semantic Attribution
by: Ding, Yizhuo, et al.
Published: (2025)
by: Ding, Yizhuo, et al.
Published: (2025)
Enhancing Large Language Models for Mobility Analytics with Semantic Location Tokenization
by: Chen, Yile, et al.
Published: (2025)
by: Chen, Yile, et al.
Published: (2025)
Evaluating Semantic and Syntactic Understanding in Large Language Models for Payroll Systems
by: Maclean, Hendrika, et al.
Published: (2026)
by: Maclean, Hendrika, et al.
Published: (2026)
Similar Items
-
Semantic Structure of Feature Space in Large Language Models
by: Kozlowski, Austin C., et al.
Published: (2026) -
In Silico Sociology: Forecasting COVID-19 Polarization with Large Language Models
by: Kozlowski, Austin C., et al.
Published: (2024) -
Framework for Progressive Knowledge Fusion in Large Language Models Through Structured Conceptual Redundancy Analysis
by: Sakau, Joseph, et al.
Published: (2025) -
Semantic Layered Embedding Diffusion in Large Language Models for Multi-Contextual Consistency
by: Kabakum, Irin, et al.
Published: (2025) -
Gradients with Respect to Semantics Preserving Embeddings Tell the Uncertainty of Large Language Models
by: Li, Mingda, et al.
Published: (2026)