1 citations · 1 across the 4 of their papers we have counts for
4 papers
CQC-RAG: Robust Retrieval-Augmented Generation via Cross-Query Consistency
Yanjia Sun, Sifan Liu, Jie Shao
Retrieval-Augmented Generation (RAG) has become a common approach for improving the factuality of Large Language Models (LLMs), yet its reliability remains highly sensitive to how…
TKGB: A Comprehensive Benchmark for Temporal Knowledge Graph Forecasting
Zhang Jiasheng, Jiasheng Zhang, Zhengpin Li +9
Temporal knowledge graph (TKG) forecasting has advanced remarkably in recent years. Yet we found existing benchmarks inadvertently introduce a shortcut: For a subset of test querie…
Online Detection of Anomalies in Temporal Knowledge Graphs with Interpretability
Jiasheng Zhang, Rex Ying, Jie Shao
Temporal knowledge graphs (TKGs) are valuable resources for capturing evolving relationships among entities, yet they are often plagued by noise, necessitating robust anomaly detec…
LitFM: A Retrieval Augmented Structure-aware Foundation Model For Citation Graphs
Jiasheng Zhang, Jialin Chen, Ali Maatouk +6
With the advent of large language models (LLMs), managing scientific literature via LLMs has become a promising direction of research. However, existing approaches often overlook t…