Copertina

States of LLM-generated Texts and Phase Transitions between them

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autore principale:	Mikhaylovskiy, Nikolay
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Computation and Language Statistical Mechanics Artificial Intelligence
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Phase Transitions in the Output Distribution of Large Language Models
di: Arnold, Julian, et al.
Pubblicazione: (2024)

Random Tree Model of Meaningful Memory
di: Zhong, Weishun, et al.
Pubblicazione: (2024)

Correlation Dimension of Natural Language in a Statistical Manifold
di: Du, Xin, et al.
Pubblicazione: (2024)

Phase Transitions as the Breakdown of Statistical Indistinguishability
di: Narita, Taiyo, et al.
Pubblicazione: (2026)

Eight challenges in developing theory of intelligence
di: Huang, Haiping
Pubblicazione: (2023)

A Theory of LLM Information Susceptibility
di: Song, Zhuo-Yang, et al.
Pubblicazione: (2026)

Estimating Text Temperature with Language Models
di: Mikhaylovskiy, Nikolay
Pubblicazione: (2026)

Semantic Chunking and the Entropy of Natural Language
di: Zhong, Weishun, et al.
Pubblicazione: (2026)

Spin glass model of in-context learning
di: Li, Yuhao, et al.
Pubblicazione: (2024)

The Garden of Forking Paths: Observing Dynamic Parameters Distribution in Large Language Models
di: Nicolini, Carlo, et al.
Pubblicazione: (2024)

Grokking as a Falsifiable Finite-Size Transition
di: Bi, Yuda, et al.
Pubblicazione: (2026)

Thermodynamic properties of chemically disordered compounds via AI-driven estimation of partition function with the PULSE method
di: Bernard, Baptiste, et al.
Pubblicazione: (2026)

Photonic restricted Boltzmann machine for content generation tasks
di: Luo, Li, et al.
Pubblicazione: (2025)

Physics-based phenomenological characterization of cross-modal bias in multimodal models
di: Kim, Hyeongmo, et al.
Pubblicazione: (2026)

Blume-Capel model analysis with microcanonical population annealing method
di: Mozolenko, Vyacheslav, et al.
Pubblicazione: (2024)

Phase transition on a context-sensitive random language model with short range interactions
di: Toji, Yuma, et al.
Pubblicazione: (2026)

Speech perception: a model of word recognition
di: Luck, Jean-Marc, et al.
Pubblicazione: (2024)

Scalable Discrete Diffusion Samplers: Combinatorial Optimization and Statistical Physics
di: Sanokowski, Sebastian, et al.
Pubblicazione: (2025)

IsingFormer: Augmenting Parallel Tempering With Learned Proposals
di: Bunaiyan, Saleh, et al.
Pubblicazione: (2025)

EPR-Net: Constructing non-equilibrium potential landscape via a variational force projection formulation
di: Zhao, Yue, et al.
Pubblicazione: (2023)

Analysis of Higher-Order Ising Hamiltonians
di: Cen, Yunuo, et al.
Pubblicazione: (2024)

Tensor tree learns hidden relational structures in data to construct generative models
di: Harada, Kenji, et al.
Pubblicazione: (2024)

Information-Driven Phase Transition on Weighted Graphs with Spontaneous Dimensional Sensitivity
di: Dolci, Valerio
Pubblicazione: (2026)

Measurement-Induced Phase Transition in State Estimation of Chaotic Systems and the Directed Polymer
di: Gerbino, Federico, et al.
Pubblicazione: (2024)

Computing the Committor with the Committor: an Anatomy of the Transition State Ensemble
di: Kang, Peilin, et al.
Pubblicazione: (2024)

Theory of Order-Disorder Phase Transitions Induced by Fluctuations Based on Network Models
di: Ding, Yonglong
Pubblicazione: (2025)

A Zipf-preserving, long-range correlated surrogate for written language and other symbolic sequences
di: Montemurro, Marcelo A., et al.
Pubblicazione: (2026)

In-Depth Investigation of Phase Transition Phenomena in Network Models Derived from Lattice Models
di: Ding, Yonglong
Pubblicazione: (2024)

Two variants of the friendship paradox: The condition for inequality between them
di: Lee, Sang Hoon
Pubblicazione: (2025)

Absorbing State Phase Transition with Clifford Circuits
di: Makki, Nastasia, et al.
Pubblicazione: (2023)

Balancing Complexity and Informativeness in LLM-Based Clustering: Finding the Goldilocks Zone
di: Miller, Justin, et al.
Pubblicazione: (2025)

Dynamic Phase Transitions in Mean-Field Ginzburg-Landau Models: Conjugate Fields and Fourier-Mode Scaling
di: Satynska, Yelyzaveta, et al.
Pubblicazione: (2025)

Navigating Phase Transitions with Path-Finding Algorithms: A Strategic Approach to Replica Exchange Monte Carlo
di: Kowaguchi, Akie, et al.
Pubblicazione: (2025)

Phase Transitions and Noise Robustness of Quantum Graph States
di: Numajiri, Tatsuya, et al.
Pubblicazione: (2025)

First-Order Excited-State Quantum Phase Transition in the Transverse Ising Model with a Longitudinal Field
di: Yang, Yun-Tong, et al.
Pubblicazione: (2023)

Symmetry and Generalisation in Neural Approximations of Renormalisation Transformations
di: Ashworth, Cassidy, et al.
Pubblicazione: (2025)

Cross-fluctuation phase transitions reveal sampling dynamics in diffusion models
di: Ramachandran, Sai Niranjan, et al.
Pubblicazione: (2025)

Trees to Flows and Back: Unifying Decision Trees and Diffusion Models
di: Ramachandran, Sai Niranjan, et al.
Pubblicazione: (2026)

Spontaneous symmetry breaking and Goldstone modes for deep information propagation
di: Iqbal, Nabil, et al.
Pubblicazione: (2026)

On Distinguishing Capability Elicitation from Capability Creation in Post-Training: A Free-Energy Perspective
di: Li, Yuhao, et al.
Pubblicazione: (2026)