A GraphRAG-plus-fine-tuning TCM formula generator outperforms baselines in its own experiments, but its theoretical proofs and evaluation are not sound.
Proof:The optimal solution for DPO ensures: Pθ(y|x,c) = 1 Z(x,c) Pref(y|x,c)eβ−1r(x,y), wherer(x,y)is implicit reward
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2025 1verdicts
REJECT 1representative citing papers
citing papers explorer
-
ZhiFangDanTai: Fine-tuning Graph-based Retrieval-Augmented Generation Model for Traditional Chinese Medicine Formula
A GraphRAG-plus-fine-tuning TCM formula generator outperforms baselines in its own experiments, but its theoretical proofs and evaluation are not sound.