Gradient-Regularized Latent Space Modulation in Large Language Models for Structured Contextual Synthesis
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Yotheringhay, Derek, Nightingale, Beatrix, Featherstone, Maximilian, Worthington, Edmund, Ashdown, Hugo |
|---|---|
| Format: | Preprint |
| Publié: |
2025
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Autonomous Structural Memory Manipulation for Large Language Models Using Hierarchical Embedding Augmentation
par: Yotheringhay, Derek, et autres
Publié: (2025)
par: Yotheringhay, Derek, et autres
Publié: (2025)
Lexical Manifold Reconfiguration in Large Language Models: A Novel Architectural Approach for Contextual Modulation
par: Vassilis, Koinis, et autres
Publié: (2025)
par: Vassilis, Koinis, et autres
Publié: (2025)
Latent Lexical Projection in Large Language Models: A Novel Approach to Implicit Representation Refinement
par: Shaker, Ziad, et autres
Publié: (2025)
par: Shaker, Ziad, et autres
Publié: (2025)
Contextual Morphogenesis in Large Language Models: A Novel Approach to Self-Organizing Token Representations
par: Dombrowski, Alistair, et autres
Publié: (2025)
par: Dombrowski, Alistair, et autres
Publié: (2025)
Probabilistic Subspace Manifolds for Contextual Inference in Large Language Models
par: Nightingale, Christopher, et autres
Publié: (2025)
par: Nightingale, Christopher, et autres
Publié: (2025)
Hierarchical Contextual Manifold Alignment for Structuring Latent Representations in Large Language Models
par: Dong, Meiquan, et autres
Publié: (2025)
par: Dong, Meiquan, et autres
Publié: (2025)
Latent Convergence Modulation in Large Language Models: A Novel Approach to Iterative Contextual Realignment
par: Porretta, Patricia, et autres
Publié: (2025)
par: Porretta, Patricia, et autres
Publié: (2025)
Contextual Gradient Flow Modeling for Large Language Model Generalization in Multi-Scale Feature Spaces
par: Quillington, Daphne, et autres
Publié: (2025)
par: Quillington, Daphne, et autres
Publié: (2025)
Context-Preserving Gradient Modulation for Large Language Models: A Novel Approach to Semantic Consistency in Long-Form Text Generation
par: Kobanov, Nirola, et autres
Publié: (2025)
par: Kobanov, Nirola, et autres
Publié: (2025)
Latent Structure Modulation in Large Language Models Through Stochastic Concept Embedding Transitions
par: Whitaker, Stefan, et autres
Publié: (2025)
par: Whitaker, Stefan, et autres
Publié: (2025)
Structured Convergence in Large Language Model Representations via Hierarchical Latent Space Folding
par: Harcourt, Fenella, et autres
Publié: (2025)
par: Harcourt, Fenella, et autres
Publié: (2025)
Contextual Memory Reweaving in Large Language Models Using Layered Latent State Reconstruction
par: Dillon, Frederick, et autres
Publié: (2025)
par: Dillon, Frederick, et autres
Publié: (2025)
CoCoTen: Detecting Adversarial Inputs to Large Language Models through Latent Space Features of Contextual Co-occurrence Tensors
par: Kadali, Sri Durga Sai Sowmya, et autres
Publié: (2025)
par: Kadali, Sri Durga Sai Sowmya, et autres
Publié: (2025)
Structural Embedding Projection for Contextual Large Language Model Inference
par: Enoasmo, Vincent, et autres
Publié: (2025)
par: Enoasmo, Vincent, et autres
Publié: (2025)
Contextually Structured Token Dependency Encoding for Large Language Models
par: Blades, James, et autres
Publié: (2025)
par: Blades, James, et autres
Publié: (2025)
Training Large Language Models to Reason in a Continuous Latent Space
par: Hao, Shibo, et autres
Publié: (2024)
par: Hao, Shibo, et autres
Publié: (2024)
Contextual Subspace Manifold Projection for Structural Refinement of Large Language Model Representations
par: Wren, Alistair, et autres
Publié: (2025)
par: Wren, Alistair, et autres
Publié: (2025)
Contextual Categorization Enhancement through LLMs Latent-Space
par: Bettouche, Zineddine, et autres
Publié: (2024)
par: Bettouche, Zineddine, et autres
Publié: (2024)
Exploring Contextual Flux in Large Language Models: A Novel Approach to Self-Modulating Semantic Networks
par: Evidail, Henry, et autres
Publié: (2025)
par: Evidail, Henry, et autres
Publié: (2025)
Local Topology Measures of Contextual Language Model Latent Spaces With Applications to Dialogue Term Extraction
par: Ruppik, Benjamin Matthias, et autres
Publié: (2024)
par: Ruppik, Benjamin Matthias, et autres
Publié: (2024)
Contextual Attention Modulation: Towards Efficient Multi-Task Adaptation in Large Language Models
par: Pan, Dayan, et autres
Publié: (2025)
par: Pan, Dayan, et autres
Publié: (2025)
LatentBreak: Jailbreaking Large Language Models through Latent Space Feedback
par: Mura, Raffaele, et autres
Publié: (2025)
par: Mura, Raffaele, et autres
Publié: (2025)
Beyond Chains of Thought: Benchmarking Latent-Space Reasoning Abilities in Large Language Models
par: Hagendorff, Thilo, et autres
Publié: (2025)
par: Hagendorff, Thilo, et autres
Publié: (2025)
Structured Gradient Guidance for Few-Shot Adaptation in Large Language Models
par: Zheng, Hongye, et autres
Publié: (2025)
par: Zheng, Hongye, et autres
Publié: (2025)
EmbedGrad: Gradient-Based Prompt Optimization in Embedding Space for Large Language Models
par: Hou, Xiaoming, et autres
Publié: (2025)
par: Hou, Xiaoming, et autres
Publié: (2025)
How to Train Your Latent Diffusion Language Model Jointly With the Latent Space
par: Meshchaninov, Viacheslav, et autres
Publié: (2026)
par: Meshchaninov, Viacheslav, et autres
Publié: (2026)
In-Contextual Gender Bias Suppression for Large Language Models
par: Oba, Daisuke, et autres
Publié: (2023)
par: Oba, Daisuke, et autres
Publié: (2023)
Infusing Knowledge into Large Language Models with Contextual Prompts
par: Vasisht, Kinshuk, et autres
Publié: (2024)
par: Vasisht, Kinshuk, et autres
Publié: (2024)
Contextual Compression Encoding for Large Language Models: A Novel Framework for Multi-Layered Parameter Space Pruning
par: Schmitt, Barnaby, et autres
Publié: (2025)
par: Schmitt, Barnaby, et autres
Publié: (2025)
Exploring Synaptic Resonance in Large Language Models: A Novel Approach to Contextual Memory Integration
par: Applegarth, George, et autres
Publié: (2025)
par: Applegarth, George, et autres
Publié: (2025)
Quantum-Like Contextuality in Large Language Models
par: Lo, Kin Ian, et autres
Publié: (2024)
par: Lo, Kin Ian, et autres
Publié: (2024)
Racing Thoughts: Explaining Contextualization Errors in Large Language Models
par: Lepori, Michael A., et autres
Publié: (2024)
par: Lepori, Michael A., et autres
Publié: (2024)
Semantic Structure of Feature Space in Large Language Models
par: Kozlowski, Austin C., et autres
Publié: (2026)
par: Kozlowski, Austin C., et autres
Publié: (2026)
Limited Preference Data? Learning Better Reward Model with Latent Space Synthesis
par: Tao, Leitian, et autres
Publié: (2025)
par: Tao, Leitian, et autres
Publié: (2025)
Compressing Sequences in the Latent Embedding Space: $K$-Token Merging for Large Language Models
par: Xu, Zihao, et autres
Publié: (2026)
par: Xu, Zihao, et autres
Publié: (2026)
Interpreting the Latent Structure of Operator Precedence in Language Models
par: Yugeswardeenoo, Dharunish, et autres
Publié: (2025)
par: Yugeswardeenoo, Dharunish, et autres
Publié: (2025)
Multilingual Contextualization of Large Language Models for Document-Level Machine Translation
par: Ramos, Miguel Moura, et autres
Publié: (2025)
par: Ramos, Miguel Moura, et autres
Publié: (2025)
Response Attack: Exploiting Contextual Priming to Jailbreak Large Language Models
par: Miao, Ziqi, et autres
Publié: (2025)
par: Miao, Ziqi, et autres
Publié: (2025)
Evaluating Contextually Mediated Factual Recall in Multilingual Large Language Models
par: Liu, Yihong, et autres
Publié: (2026)
par: Liu, Yihong, et autres
Publié: (2026)
Understanding the Interplay between Parametric and Contextual Knowledge for Large Language Models
par: Cheng, Sitao, et autres
Publié: (2024)
par: Cheng, Sitao, et autres
Publié: (2024)
Documents similaires
-
Autonomous Structural Memory Manipulation for Large Language Models Using Hierarchical Embedding Augmentation
par: Yotheringhay, Derek, et autres
Publié: (2025) -
Lexical Manifold Reconfiguration in Large Language Models: A Novel Architectural Approach for Contextual Modulation
par: Vassilis, Koinis, et autres
Publié: (2025) -
Latent Lexical Projection in Large Language Models: A Novel Approach to Implicit Representation Refinement
par: Shaker, Ziad, et autres
Publié: (2025) -
Contextual Morphogenesis in Large Language Models: A Novel Approach to Self-Organizing Token Representations
par: Dombrowski, Alistair, et autres
Publié: (2025) -
Probabilistic Subspace Manifolds for Contextual Inference in Large Language Models
par: Nightingale, Christopher, et autres
Publié: (2025)