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Fatemehsadat Mireshghallah

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LatticeGen: A Cooperative Framework which Hides Generated Text in a Lattice for Privacy-Aware Generation on Cloud

Oct 02, 2023
Mengke Zhang, Tianxing He, Tianle Wang, Lu Mi, Fatemehsadat Mireshghallah, Binyi Chen, Hao Wang, Yulia Tsvetkov

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Privacy-Preserving In-Context Learning with Differentially Private Few-Shot Generation

Sep 21, 2023
Xinyu Tang, Richard Shin, Huseyin A. Inan, Andre Manoel, Fatemehsadat Mireshghallah, Zinan Lin, Sivakanth Gopi, Janardhan Kulkarni, Robert Sim

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Membership Inference Attacks against Language Models via Neighbourhood Comparison

May 29, 2023
Justus Mattern, Fatemehsadat Mireshghallah, Zhijing Jin, Bernhard Schölkopf, Mrinmaya Sachan, Taylor Berg-Kirkpatrick

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Are Chatbots Ready for Privacy-Sensitive Applications? An Investigation into Input Regurgitation and Prompt-Induced Sanitization

May 24, 2023
Aman Priyanshu, Supriti Vijay, Ayush Kumar, Rakshit Naidu, Fatemehsadat Mireshghallah

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Smaller Language Models are Better Black-box Machine-Generated Text Detectors

May 17, 2023
Fatemehsadat Mireshghallah, Justus Mattern, Sicun Gao, Reza Shokri, Taylor Berg-Kirkpatrick

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Privacy-Preserving Domain Adaptation of Semantic Parsers

Dec 20, 2022
Fatemehsadat Mireshghallah, Richard Shin, Yu Su, Tatsunori Hashimoto, Jason Eisner

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Non-Parametric Temporal Adaptation for Social Media Topic Classification

Sep 13, 2022
Fatemehsadat Mireshghallah, Nikolai Vogler, Junxian He, Omar Florez, Ahmed El-Kishky, Taylor Berg-Kirkpatrick

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Differentially Private Model Compression

Jun 03, 2022
Fatemehsadat Mireshghallah, Arturs Backurs, Huseyin A Inan, Lukas Wutschitz, Janardhan Kulkarni

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Memorization in NLP Fine-tuning Methods

May 25, 2022
Fatemehsadat Mireshghallah, Archit Uniyal, Tianhao Wang, David Evans, Taylor Berg-Kirkpatrick

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Mix and Match: Learning-free Controllable Text Generation using Energy Language Models

Apr 04, 2022
Fatemehsadat Mireshghallah, Kartik Goyal, Taylor Berg-Kirkpatrick

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