most citedKohakuRAG: A simple RAG framework with hierarchical document indexing

2 citations · 2 across the 2 of their papers we have counts for

collaborators
Showing cs.CLShow all

2 papers · 1 filter

cs.CL2026★ 2 cited

KohakuRAG: A simple RAG framework with hierarchical document indexing

Shih-Ying Yeh, Yueh-Feng Ku, Ko-Wei Huang +1

Retrieval-augmented generation (RAG) systems that answer questions from document collections face compounding difficulties when high-precision citations are required: flat chunking…

cs.CL2024

Neuron-Level Differentiation of Memorization and Generalization in Large Language Models

Ko-Wei Huang, Yi-Fu Fu, Ching-Yu Tsai +8

We investigate how Large Language Models (LLMs) distinguish between memorization and generalization at the neuron level. Through carefully designed tasks, we identify distinct neur…