From the 1 of 5 linked papers with an AI index.
5 papers
CMT-RAG: Complementary Memory Traces for Multi-turn Multi-hop RAG
Lang Zhou, Yingjian Chen, Shuxuan Li +2
The paper proposes CMT-RAG, a framework that stores structured sub-question reasoning traces as memory to improve multi-turn, multi-hop retrieval‑augmented generation, and introduc…
UT-ACA: Uncertainty-Triggered Adaptive Context Allocation for Long-Context Inference
Lang Zhou, Shuxuan Li, Zhuohao Li +3
Long-context inference remains challenging for large language models due to attention dilution and out-of-distribution degradation. Context selection mitigates this limitation by a…
Multilingual BERT language model for medical tasks: Evaluation on domain-specific adaptation and cross-linguality
Yinghao Luo, Lang Zhou, Amrish Jhingoer +7
In multilingual healthcare applications, the availability of domain-specific natural language processing(NLP) tools is limited, especially for low-resource languages. Although mult…
Automated HIV Screening on Dutch Electronic Health Records with Large Language Models
Lang Zhou, Amrish Jhingoer, Yinghao Luo +7
Efficient screening and early diagnosis of HIV are critical for reducing onward transmission. Although large scale laboratory testing is not feasible, the widespread adoption of El…
Learning to Retrieve and Reason on Knowledge Graph through Active Self-Reflection
Han Zhang, Langshi Zhou, Hanfang Yang
Extensive research has investigated the integration of large language models (LLMs) with knowledge graphs to enhance the reasoning process. However, understanding how models perfor…