167 citations · 397 across the 33 of their papers we have counts for
5 papers · 1 filter
Beyond Single-Granularity Prompts: A Multi-Scale Chain-of-Thought Prompt Learning for Graph
Ziyu Zheng, Yaming Yang, Ziyu Guan +3
The ``pre-train, prompt" paradigm, designed to bridge the gap between pre-training tasks and downstream objectives, has been extended from the NLP domain to the graph domain and ha…
Aligning Multiple Knowledge Graphs in a Single Pass
Yaming Yang, Zhe Wang, Ziyu Guan +5
Entity alignment (EA) is to identify equivalent entities across different knowledge graphs (KGs), which can help fuse these KGs into a more comprehensive one. Previous EA methods m…
Enhancing Criminal Case Matching through Diverse Legal Factors
Jie Zhao, Ziyu Guan, Wei Zhao +1
Criminal case matching endeavors to determine the relevance between different criminal cases. Conventional methods predict the relevance solely based on instance-level semantic fea…
SC2: Towards Enhancing Content Preservation and Style Consistency in Long Text Style Transfer
Jie Zhao, Ziyu Guan, Cai Xu +2
Text style transfer (TST) aims to vary the style polarity of text while preserving the semantic content. Although recent advancements have demonstrated remarkable progress in short…
Few-Shot Domain Adaptation for Charge Prediction on Unprofessional Descriptions
Jie Zhao, Ziyu Guan, Wei Zhao +2
Recent works considering professional legal-linguistic style (PLLS) texts have shown promising results on the charge prediction task. However, unprofessional users also show an inc…