4 papers · 1 filter
Stop Fixating on Prompts: Reasoning Hijacking and Constraint Tightening for Red-Teaming LLM Agents
Yanxu Mao, Peipei Liu, Tiehan Cui +3
With the widespread application of LLM-based agents across various domains, their complexity has introduced new security threats. Existing red-team methods mostly rely on modifying…
BioMedSearch: A Multi-Source Biomedical Retrieval Framework Based on LLMs
Congying Liu, Xingyuan Wei, Peipei Liu +3
Biomedical queries often rely on a deep understanding of specialized knowledge such as gene regulatory mechanisms and pathological processes of diseases. They require detailed anal…
Low-Resource Fast Text Classification Based on Intra-Class and Inter-Class Distance Calculation
Yanxu Mao, Peipei Liu, Tiehan Cui +2
In recent years, text classification methods based on neural networks and pre-trained models have gained increasing attention and demonstrated excellent performance. However, these…
GEGA: Graph Convolutional Networks and Evidence Retrieval Guided Attention for Enhanced Document-level Relation Extraction
Yanxu Mao, Xiaohui Chen, Peipei Liu +3
Document-level relation extraction (DocRE) aims to extract relations between entities from unstructured document text. Compared to sentence-level relation extraction, it requires m…