Jubo Zhang

[5] ai.viXra.org:2506.0093 submitted on 2025-06-20 02:28:14 , (153 unique-IP downloads)

Towards Improved Datasets in Machine Learning: Hypotheses on Pollution, Poison, and the Role of Misspellings

Authors: Jubo Zhang
Category: Artificial Intelligence

[4] ai.viXra.org:2506.0092 submitted on 2025-06-20 04:04:37 , (157 unique-IP downloads)

Word Compounding Layers: A Hypothesis on Efficient Local Semantic Grouping for Language Models

Authors: Jubo Zhang
Category: Artificial Intelligence

[3] ai.viXra.org:2506.0088 submitted on 2025-06-19 21:33:45 , (136 unique-IP downloads)

Hypothesis: Efficient Scaling and Specialization of Language Models via Layer Reuse and Domain-Focused Training

Authors: Jubo Zhang
Category: Artificial Intelligence

[2] ai.viXra.org:2506.0085 submitted on 2025-06-19 21:29:50 , (147 unique-IP downloads)

Hypothesis: Reducing AI Model Uncertainty via Intentional Overfitting and Structured Caching

Authors: Jubo Zhang
Category: Artificial Intelligence

[1] ai.viXra.org:2506.0077 submitted on 2025-06-18 16:40:25 , (145 unique-IP downloads)

Hypothesis: Reducing Vocabulary Complexity in Large Language Models via Simple-Word Compound Substitution

Authors: Jubo Zhang
Category: Artificial Intelligence