Cover Image

Hierarchical Lexical Manifold Projection in Large Language Models: A Novel Mechanism for Multi-Scale Semantic Representation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Martus, Natasha, Crowther, Sebastian, Dorrington, Maxwell, Applethwaite, Jonathan, Tillinghurst, Edgar, Birkenshaw, Quentin, Petrov, Lukas, Willoughby, Constance
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Hierarchical Manifold Projection for Ransomware Detection: A Novel Geometric Approach to Identifying Malicious Encryption Patterns
by: Pembroke, Frederick, et al.
Published: (2025)

Latent Lexical Projection in Large Language Models: A Novel Approach to Implicit Representation Refinement
by: Shaker, Ziad, et al.
Published: (2025)

Probabilistic Lexical Manifold Construction in Large Language Models via Hierarchical Vector Field Interpolation
by: Pendleton, Clive, et al.
Published: (2025)

Scene Abstraction for Lexical Semantics: Structured Representations of Situated Meaning
by: Cho, Yejin, et al.
Published: (2026)

BookTalks/Read Alouds, Special Programs, and Service Projects To Encourage Middle School Student Participation in the Library.
by: Crowther, Eleanor
Published: (1993)

HUMAP: Hierarchical Uniform Manifold Approximation and Projection
by: Marcílio-Jr, Wilson E., et al.
Published: (2021)

Lexical Manifold Reconfiguration in Large Language Models: A Novel Architectural Approach for Contextual Modulation
by: Vassilis, Koinis, et al.
Published: (2025)

HASRD: Hierarchical Acoustic and Semantic Representation Disentanglement
by: Hussein, Amir, et al.
Published: (2025)

Colored interlacing triangles and Genocchi medians
by: Blitvic, Natasha, et al.
Published: (2026)

Evaluating Distributed Representations for Multi-Level Lexical Semantics: A Research Proposal
by: Liu, Zhu
Published: (2024)

The Lexical Typology of Semantic Shifts
Published: (2019)

Ambivalent Anxieties of the South Asian-Gulf Arab Labor Exchange
by: John Willoughby
Published: (2006)

Colorado Literacy Action: Final Performance Report.
by: Willoughby, Mary
Published: (1990)

Les services de transport au XXIe siècle: marché sans accroc ou agitation stérile? : colloque sur les conséquences de l'évolution technologique, de la déréglementation et de la privatisation des transports dans le domaine social et du travail, Genève, 1999
by: Christopher Willoughby
Published: (1999)

Evaluating the Information Base of Students in Health Science Programs.
by: Willoughby, T. Lee
Published: (1976)

A Computational Model for Ransomware Detection Using Cross-Domain Entropy Signatures
by: Mannon, Michael, et al.
Published: (2025)

Trusting others in a divided country: The determinants of social trust in South Africa
by: Georgia Dorrington, et al.
Published: (2024)

Space Science Projects. LC Science Tracer Bullet.
by: Carter, Constance, Comp.
Published: (1986)

Environmental Science Projects. LC Science Tracer Bullet.
by: Carter, Constance, Comp.
Published: (1994)

Lexical Representations in the Common and Specific Neural Networks for Visual, Phonological, and Semantic Processing in Chinese Reading
by: Yuan Feng, et al.
Published: (2025)

I Think Therefore I Am: Building Ethical AI Through Relational Training
by: Willoughby, Samuel James
Published: (2026)

Evaporating water loss of a small xefophilous finch, Lonchura malabrica
by: Willoughby J. Ernest
Published: (1969)

The taxonomy of the genus Synodontis (Pisces: Siluroidea) in Lake Kainji, Nigeria
by: Willoughby, N.G.
Published: (1994)

Actinomycetes and actinophage in fresh water
by: Willoughby, L.G.
Published: (1976)

Femvertising and its impact on psychological reactance and purchase intention of Mexican female consumers
by: Silvia Hernández-Willoughby
Published: (2023)

Rethinking Metrics for Lexical Semantic Change Detection
by: Goworek, Roksana, et al.
Published: (2026)

Speakers Fill Lexical Semantic Gaps with Context
by: Pimentel, Tiago, et al.
Published: (2020)

Analyzing Semantic Change through Lexical Replacements
by: Periti, Francesco, et al.
Published: (2024)

Retrieving Lexical Semantics from Multilingual Corpora
by: Ahmad R. Shahid
Published: (2010)

Hierarchical Lexical Graph for Enhanced Multi-Hop Retrieval
by: Ghassel, Abdellah, et al.
Published: (2025)

Lexical Leveraging in Novel Word Learning: Different Semantic Properties Support Learners at Different Stages of Development
by: Amanda Rose Yuile, et al.
Published: (2025)

Understanding and Anticipating Anomalous Surface Impacts During Large‐Scale Regimes
by: Judith Gerighausen, et al.
Published: (2025)

Hierarchical Neural Semantic Representation for 3D Semantic Correspondence
by: Du, Keyu, et al.
Published: (2025)

Right-Scaling Stewardship: A Multi-Scale Perspective on Cooperative Print Management
by: Malpas, Constance, et al.
Published: (2014)

From Superficial Patterns to Semantic Understanding: Fine-Tuning Language Models on Contrast Sets
by: Petrov, Daniel
Published: (2025)

Improving Interpretability of Lexical Semantic Change with Neurobiological Features
by: Oda, Kohei, et al.
Published: (2026)

Sensitivity of Generative VLMs to Semantically and Lexically Altered Prompts
by: Dumpala, Sri Harsha, et al.
Published: (2024)

Inference and Reconciliation in a Crowdsourced Lexical-Semantic Network
by: Manel Zarrouk
Published: (2013)

Fatigue Behavior and Crack Propagation of Powder Metallurgical High‐Boron Tool Steels
by: Hendric Maxwell Schaefer, et al.
Published: (2025)

Evolution of the Structural Epsilon Identity: From Mechanical Equilibrium to Manifold Projection
by: Ketelhut, Kai Olaf
Published: (2026)