Search Results for author: Yixiang Yao

Found 3 papers, 1 papers with code

Privacy-Preserving Language Model Inference with Instance Obfuscation

no code implementations13 Feb 2024 Yixiang Yao, Fei Wang, Srivatsan Ravi, Muhao Chen

Language Models as a Service (LMaaS) offers convenient access for developers and researchers to perform inference using pre-trained language models.

Benchmarking Language Modelling +2

Labeling without Seeing? Blind Annotation for Privacy-Preserving Entity Resolution

no code implementations7 Aug 2023 Yixiang Yao, Weizhao Jin, Srivatsan Ravi

We propose a novel blind annotation protocol based on homomorphic encryption that allows domain oracles to collaboratively label ground truths without sharing data in plaintext with other parties.

Entity Resolution Privacy Preserving

KGTK: A Toolkit for Large Knowledge Graph Manipulation and Analysis

1 code implementation29 May 2020 Filip Ilievski, Daniel Garijo, Hans Chalupsky, Naren Teja Divvala, Yixiang Yao, Craig Rogers, Rongpeng Li, Jun Liu, Amandeep Singh, Daniel Schwabe, Pedro Szekely

Knowledge graphs (KGs) have become the preferred technology for representing, sharing and adding knowledge to modern AI applications.

Knowledge Graphs

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