Cover Image

Number Representations in LLMs: A Computational Parallel to Human Perception

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	AlquBoj, H. V., AlQuabeh, Hilal, Bojkovic, Velibor, Hiraoka, Tatsuya, El-Shangiti, Ahmed Oumar, Nwadike, Munachiso, Inui, Kentaro
Format:	Preprint
Published:	2025
Subjects:	Computation and Language 68T50
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Mechanistic Insights into Grokking from the Embedding Layer
by: AlquBoj, H. V., et al.
Published: (2025)

The Geometry of Numerical Reasoning: Language Models Compare Numeric Properties in Linear Subspaces
by: El-Shangiti, Ahmed Oumar, et al.
Published: (2024)

Emergence of Primacy and Recency Effect in Mamba: A Mechanistic Point of View
by: Airlangga, Muhammad Cendekia, et al.
Published: (2025)

Uncovering the Spectral Bias in Diagonal State Space Models
by: Solozabal, Ruben, et al.
Published: (2025)

RECALL: Library-Like Behavior In Language Models is Enhanced by Self-Referencing Causal Cycles
by: Nwadike, Munachiso, et al.
Published: (2025)

Sycophancy Hides Linearly in the Attention Heads
by: Genadi, Rifo, et al.
Published: (2026)

Spelling-out is not Straightforward: LLMs' Capability of Tokenization from Token to Characters
by: Hiraoka, Tatsuya, et al.
Published: (2025)

Limited Memory Online Gradient Descent for Kernelized Pairwise Learning with Dynamic Averaging
by: AlQuabeh, Hilal, et al.
Published: (2024)

WaveSSM: Multiscale State-Space Models for Non-stationary Signal Attention
by: Solozabal, Ruben, et al.
Published: (2026)

Repetition Neurons: How Do Language Models Produce Repetitions?
by: Hiraoka, Tatsuya, et al.
Published: (2024)

Measuring AI Reasoning: A Guide for Researchers
by: Nwadike, Munachiso Samuel, et al.
Published: (2026)

Understanding and Controlling Repetition Neurons and Induction Heads in In-Context Learning
by: Doan, Nhi Hoai, et al.
Published: (2025)

Constrained Adversarial Perturbation
by: Nishad, Virendra, et al.
Published: (2025)

Arabic Automatic Story Generation with Large Language Models
by: El-Shangiti, Ahmed Oumar, et al.
Published: (2024)

Improving Personalisation in Valence and Arousal Prediction using Data Augmentation
by: Nwadike, Munachiso, et al.
Published: (2024)

SPACT18: Spiking Human Action Recognition Benchmark Dataset with Complementary RGB and Thermal Modalities
by: Ashraf, Yasser, et al.
Published: (2025)

Temporal Misalignment in ANN-SNN Conversion and Its Mitigation via Probabilistic Spiking Neurons
by: Bojković, Velibor, et al.
Published: (2025)

A note on rational surgeries on a Hopf link
by: Bojković, Velibor, et al.
Published: (2024)

The AI Data Scientist
by: Akimov, Farkhad, et al.
Published: (2025)

Meaning-infused grammar: Gradient Acceptability Shapes the Geometric Representations of Constructions in LLMs
by: Rakshit, Supantho, et al.
Published: (2025)

What's in a name? Parallel Universes
by: Gilman, Jane
Published: (2023)

Monotonic Representation of Numeric Properties in Language Models
by: Heinzerling, Benjamin, et al.
Published: (2024)

An Upper Bound on the Number of Generalized Cospectral Mates of Oriented Graphs
by: Lin, Limeng, et al.
Published: (2025)

On the Smallest Eigenvalues and Quantum Chromatic Numbers of Hamming Graphs and Generalizations
by: Ning, Yu, et al.
Published: (2026)

FTBC: Forward Temporal Bias Correction for Optimizing ANN-SNN Conversion
by: Wu, Xiaofeng, et al.
Published: (2024)

UNICON: UNIfied CONtinual Learning for Medical Foundational Models
by: Qazi, Mohammad Areeb, et al.
Published: (2025)

MAFM^3: Modular Adaptation of Foundation Models for Multi-Modal Medical AI
by: Qazi, Mohammad Areeb, et al.
Published: (2025)

LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations
by: Orgad, Hadas, et al.
Published: (2024)

Hydrography and water chemistry of the open Mediterranean Sea
by: Kremling, Klaus, et al.
Published: (1981)

LLMs Can Compensate for Deficiencies in Visual Representations
by: Takishita, Sho, et al.
Published: (2025)

Frequency of a Digit in the Representation of a Number and the Asymptotic Mean Value of the Digits
by: Klymchuk, S. O., et al.
Published: (2026)

New Eigenvalue Bound for the Fractional Chromatic Number
by: Guo, Krystal, et al.
Published: (2022)

Semantic Convergence: Investigating Shared Representations Across Scaled LLMs
by: Son, Daniel, et al.
Published: (2025)

Beyond the Surface: Uncovering Implicit Locations with LLMs for Personalized Local News
by: Katz, Gali, et al.
Published: (2025)

Pretraining and Updates of Domain-Specific LLM: A Case Study in the Japanese Business Domain
by: Takahashi, Kosuke, et al.
Published: (2024)

Multicultural Spyfall: Assessing LLMs through Dynamic Multilingual Social Deduction Game
by: Wibowo, Haryo Akbarianto, et al.
Published: (2026)

Reorientation Response of Magnetic Microspheres Attached to Gold Electrodes Under an Applied Magnetic Field
by: L. De Los Santos Valladares
Published: (2013)

Representational Analysis of Binding in Language Models
by: Dai, Qin, et al.
Published: (2024)

Representation Theory and Differential Equations
by: Sebbar, Ahmed, et al.
Published: (2019)

Vision-Language and Large Language Model Performance in Gastroenterology: GPT, Claude, Llama, Phi, Mistral, Gemma, and Quantized Models
by: Safavi-Naini, Seyed Amir Ahmad, et al.
Published: (2024)