Search Results for author: Zilin Du

Found 6 papers, 2 papers with code

Generating Synthetic Datasets for Few-shot Prompt Tuning

no code implementations8 Oct 2024 Xu Guo, Zilin Du, Boyang Li, Chunyan Miao

A major limitation of prompt tuning is its dependence on large labeled training datasets.

Few-Shot Learning MRPC +4

Training on Synthetic Data Beats Real Data in Multimodal Relation Extraction

no code implementations5 Dec 2023 Zilin Du, Haoxin Li, Xu Guo, Boyang Li

Comparing our method to direct training on synthetic data, we observed a significant improvement of 24. 06% F1 with synthetic text and 26. 42% F1 with synthetic images.

Diversity Relation +1

Training Multimedia Event Extraction With Generated Images and Captions

no code implementations15 Jun 2023 Zilin Du, Yunxin Li, Xu Guo, Yidan Sun, Boyang Li

Contemporary news reporting increasingly features multimedia content, motivating research on multimedia event extraction.

Event Extraction Structured Prediction

HUSP-SP: Faster Utility Mining on Sequence Data

1 code implementation29 Dec 2022 Chunkai Zhang, Yuting Yang, Zilin Du, Wensheng Gan, Philip S. Yu

High-utility sequential pattern mining (HUSPM) has emerged as an important topic due to its wide application and considerable popularity.

Sequential Pattern Mining

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