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09/21/2023
Privacy-Preserving In-Context Learning with Differentially Private Few-Shot Generation
We study the problem of in-context learning (ICL) with large language mo...
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08/26/2023
Which is a better programming assistant? A comparative study between chatgpt and stack overflow
Programmers often seek help from Q&A websites to resolve issues they enc...
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06/08/2023
Differentially Private Image Classification by Learning Priors from Random Processes
In privacy-preserving machine learning, differentially private stochasti...
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06/05/2023
Improving Conversational Recommendation Systems via Counterfactual Data Simulation
Conversational recommender systems (CRSs) aim to provide recommendation ...
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05/22/2023
Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language Models
The recent success of large language models (LLMs) has shown great poten...
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10/15/2021
Mitigating Membership Inference Attacks by Self-Distillation Through a Novel Ensemble Architecture
Membership inference attacks are a key measure to evaluate privacy leaka...
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09/04/2019