Cover Image

Characterizing Pattern Matching and Its Limits on Compositional Task Structures

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Chang, Hoyeon, Park, Jinho, Cho, Hanseul, Yang, Sohee, Ko, Miyoung, Hwang, Hyeonbin, Won, Seungpil, Lee, Dohaeng, Ahn, Youbin, Seo, Minjoon
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Artificial Intelligence Computation and Language I.2.6
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Latent Reasoning via Sentence Embedding Prediction
by: Hwang, Hyeonbin, et al.
Published: (2025)

Knowledge Entropy Decay during Language Model Pretraining Hinders New Knowledge Acquisition
by: Kim, Jiyeon, et al.
Published: (2024)

Differential Information Distribution: A Bayesian Perspective on Direct Preference Optimization
by: Won, Yunjae, et al.
Published: (2025)

How Do Large Language Models Acquire Factual Knowledge During Pretraining?
by: Chang, Hoyeon, et al.
Published: (2024)

Hierarchical Deconstruction of LLM Reasoning: A Graph-Based Framework for Analyzing Knowledge Utilization
by: Ko, Miyoung, et al.
Published: (2024)

Intrinsic Task Symmetry Drives Generalization in Algorithmic Tasks
by: Hwang, Hyeonbin, et al.
Published: (2026)

KTRL+F: Knowledge-Augmented In-Document Search
by: Oh, Hanseok, et al.
Published: (2023)

Self-Explore: Enhancing Mathematical Reasoning in Language Models with Fine-grained Rewards
by: Hwang, Hyeonbin, et al.
Published: (2024)

Dynamics Reveals Structure: Challenging the Linear Propagation Assumption
by: Chang, Hoyeon, et al.
Published: (2026)

From Noise to Diversity: Random Embedding Injection in LLM Reasoning
by: Kim, Heejun, et al.
Published: (2026)

How language models extrapolate outside the training data: A case study in Textualized Gridworld
by: Kim, Doyoung, et al.
Published: (2024)

The CoT Encyclopedia: Analyzing, Predicting, and Controlling how a Reasoning Model will Think
by: Lee, Seongyun, et al.
Published: (2025)

Limit Order Book Dynamics in Matching Markets: Microstructure, Spread, and Execution Slippage
by: Wu, Yao
Published: (2025)

A Discussion of Arnold's Limit Problem and its Geometric Argument
by: Honn, Keising
Published: (2024)

Understanding Human Perception of Music Plagiarism Through a Computational Approach
by: Hwang, Daeun, et al.
Published: (2026)

Composition of minerals from peridotides at the Mid-Atlantic Ridge, 13°N
by: Pertsev, A N, et al.
Published: (2009)

Characterization of rectifiability via Lusin type approximation
by: Marchese, Andrea, et al.
Published: (2021)

A Pattern Language for Machine Learning Tasks
by: Rodatz, Benjamin, et al.
Published: (2024)

Group3D: MLLM-Driven Semantic Grouping for Open-Vocabulary 3D Object Detection
by: Kim, Youbin, et al.
Published: (2026)

VGenST-Bench: A Benchmark for Spatio-Temporal Reasoning via Active Video Synthesis
by: Park, Jinho, et al.
Published: (2026)

Characterizations of the Sobolev norms and the total variation via nonlocal functionals, and related problems
by: Nguyen, Hoai-Minh
Published: (2025)

Characterizations of fractional operators via integral transforms
by: Labora, Daniel Cao, et al.
Published: (2026)

Repetition Makes Perfect: Recurrent Graph Neural Networks Match Message-Passing Limit
by: Rosenbluth, Eran, et al.
Published: (2025)

How Does Vision-Language Adaptation Impact the Safety of Vision Language Models?
by: Lee, Seongyun, et al.
Published: (2024)

Physical oceanography during Walther Herwig I cruise WH26
by: Anonymous
Published: (2011)

Neural Activation Patterns Across Language Model Architectures: A Comprehensive Analysis of Cognitive Task Performance
by: Naser-Moghadasi, Mahdi, et al.
Published: (2026)

On Characterizations of $σ$-Quasiconvexity
by: Bao, Nguyen Xuan Duy, et al.
Published: (2025)

An Introduction to Isomorphic Mathematical Analysis System
by: Liu, Yuan
Published: (2023)

Media Attention and Labor Investment Efficiency*
by: Sohee Park, et al.
Published: (2024)

Explainable Graph Representation Learning via Graph Pattern Analysis
by: Wang, Xudong, et al.
Published: (2025)

Inorganic nutrients measured on water bottle samples during POLARSTERN cruise ARK-IX/3
by: Kattner, Gerhard
Published: (2011)

Phytoplankton production characteristics and rate of enzyme hydrolysis in the Black Sea in autumn 1992
by: Vedernikov, Vladimir I, et al.
Published: (1996)

Physical oceanography during POLARSTERN cruise ARK-IX/3
by: Budéus, Gereon, et al.
Published: (2010)

A New Concept of “Kim Jong Un Partizan” Discourse and Authoritarian Durability in North Korea
by: Sohee Hwang
Published: (2026)

Two Pointwise Characterizations of the Peano Derivative
by: Ash, J. Marshall, et al.
Published: (2022)

Ultra‐High Mobility Atomically‐Ordered InGaZnO Transistors Through Atomic Layer Deposition
by: Yoon‐Seo Kim, et al.
Published: (2025)

FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets
by: Ye, Seonghyeon, et al.
Published: (2023)

Policy Search, Retrieval, and Composition via Task Similarity in Collaborative Agentic Systems
by: Nath, Saptarshi, et al.
Published: (2025)

Muscle Synergy Priors Enhance Biomechanical Fidelity in Predictive Musculoskeletal Locomotion Simulation
by: Park, Ilseung, et al.
Published: (2026)

(Table 4.2.2) Methane concentrations in waters of the Baltic Sea
by: Lein, Alla Yu, et al.
Published: (2009)