DYNTEXT: Semantic-Aware Dynamic Text Sanitization for Privacy-Preserving LLM Inference

Juhua Zhang, Zhiliang Tian, Minghang Zhu, Yiping Song, Taishu Sheng, Siyi Yang, Qiunan Du, Xinwang Liu, Minlie Huang, Dongsheng Li. Findings of the Association for Computational Linguistics: ACL 2025. 2025.

Authors

Publication Details

Published
2025-01-01
DOI
https://doi.org/10.18653/v1/2025.findings-acl.1038
Citations
2
Primary Topic
Privacy-Preserving Technologies in Data
Type
article
Field-Weighted Citation Impact
4.96

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

DYNTEXT: Semantic-Aware Dynamic Text Sanitization for Privacy-Preserving LLM Inference

Qing Du, Yiping Song, Tian‐Lu Sheng, Juhua Zhang et al.
2 citations
Privacy-Preserving Technologies in Data
4.96
article

DYNTEXT: Semantic-Aware Dynamic Text Sanitization for Privacy-Preserving LLM Inference

Qing Du, Yiping Song, Tian‐Lu Sheng, Juhua Zhang, Minlie Huang, Dongsheng Li, Shourui Yang, Xinwang Liu, Minghang Zhu, Zhiliang Tian
article en
2 citations

Abstract

Juhua Zhang, Zhiliang Tian, Minghang Zhu, Yiping Song, Taishu Sheng, Siyi Yang, Qiunan Du, Xinwang Liu, Minlie Huang, Dongsheng Li. Findings of the Association for Computational Linguistics: ACL 2025. 2025.

National Science Foundation, National Natural Science Foundation of China, National Science Fund for Distinguished Young Scholars
Openalex Percentile: Top 5%
Privacy-Preserving Technologies in Data
4.96
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.