DRAG: Distilling RAG for SLMs from LLMs to Transfer Knowledge and Mitigate Hallucination via Evidence and Graph-based Distillation

Jennifer Chen, Aidar Myrzakhan, Yaxin Luo, Hassaan Muhammad Khan, Sondos Mahmoud Bsharat, Zhiqiang Shen. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2025.

Authors

Hamaid Mahmood Khan (ORCID: https://orcid.org/0000-0002-7523-4384)
J. Chen
Yue Luo (ORCID: https://orcid.org/0000-0002-1679-068X)
Zhiqiang Shen (ORCID: https://orcid.org/0000-0002-4560-5092)
Sondos Mahmoud Bsharat
Aidar Myrzakhan

Publication Details

Published: 2025-01-01
DOI: https://doi.org/10.18653/v1/2025.acl-long.358
Primary Topic: Machine Learning in Healthcare
Type: article
Field-Weighted Citation Impact: 0.00

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article

DRAG: Distilling RAG for SLMs from LLMs to Transfer Knowledge and Mitigate Hallucination via Evidence and Graph-based Distillation

Hamaid Mahmood Khan, J. Chen, Yue Luo, Zhiqiang Shen et al.

Jan 1, 2025

Machine Learning in Healthcare

article

DRAG: Distilling RAG for SLMs from LLMs to Transfer Knowledge and Mitigate Hallucination via Evidence and Graph-based Distillation

Hamaid Mahmood Khan, J. Chen, Yue Luo, Zhiqiang Shen, Sondos Mahmoud Bsharat, Aidar Myrzakhan

January 1, 2025article en

Abstract

Zero hunger

Openalex Percentile: Top 90%

Machine Learning in Healthcare

DOI Open Access PDF OpenAlex

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DRAG: Distilling RAG for SLMs from LLMs to Transfer Knowledge and Mitigate Hallucination via Evidence and Graph-based Distillation — Hamaid Mahmood Khan, J. Chen, et al. · (2025) | TGRS Research Map | TGRS