Article

Character Semantic-Phonetic Structure Enhance Language Models in Classical Chinese

2026-03-16

Abstract excerpt

<title>Abstract</title> <p>Writing systems, as fundamental media for human knowledge preservation and facilitating sociocultural interaction, embody the cognitive characteristics of diverse cultures. Despite the rapid advancement of artificial intelligence and language modeling, mainstream language models remain focused on word-level representations, neglecting the rich semantic and structural information embedde...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: d786af8d-04ef-5f15-8964-25d215a116eb
DOI: 10.21203/rs.3.rs-8179135/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Character Semantic-Phonetic Structure Enhance Language Models in Classical ChineseDOI 10.21203/rs.3.rs-8179135/v1Read

Hierarchical Semantic Encoding for Contextual Understanding in Large Language ModelsSemantic proximity Read

Exploring Textual Semantics in Large Language ModelsSemantic proximity Read

Dynamic Token Clustering: A Novel Architectural Enhancement for Large Language ModelsSemantic proximity Read

A Novel Approach to Emergent Contextual Dynamics in Large Language Models Through Stochastic Interlayer ModulationSemantic proximity Read

Dynamic Contextual Interpolation for More Efficient Model Generalization in Large Language ModelsSemantic proximity Read

An Optimized Approach for Handling Limited Vocabulary Constraints and Word Order Divergence in English-Urdu Neural Machine TranslationSemantic proximity Read

Bridging Finance and AI: A Comprehensive Survey of Large Language Models in Financial ApplicationsSemantic proximity Read

Enhancing Contextual Understanding in Large Language Models with Dynamic Dependency Structures: A Methodological ApproachSemantic proximity Read

Neural Re-Contextualization for Dynamic Semantic Control in Large Language ModelsSemantic proximity Read

Optimizing Large Language Model Scaling with Micro Batch Pipeline and Inference ParallelismSemantic proximity Read

Success and Failure of Compositional Generalization in Distributional Models of LanguageSemantic proximity Read

Heuristics for New LanguageSemantic proximity Read