Roy Xie

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Duke University ruoyu.xie@duke.edu

I am a Computer Science Ph.D. student at Duke University, advised by Bhuwan Dhingra. My research interests lie in Natural Language Processing (NLP), focusing on building robust and safe language technologies. My recent work centers on developing evaluation strategies to assess the robustness and limitations of LLMs.

My research is supported by the NSF Graduate Research Fellowship. Previously, I completed my undergraduate degree at George Mason University, where I worked with Antonios Anastasopoulos on low-resource NLP.

Publications

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ReCaLL: Membership Inference via Relative Conditional Log-Likelihoods

Roy Xie, Junlin Wang, Ruomin Huang, Minxing Zhang, Rong Ge, Jian Pei, Neil Gong, Bhuwan Dhingra

EMNLP, 2024

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Adversarial Math Word Problem Generation

Roy Xie, Chengxuan Huang, Junlin Wang, Bhuwan Dhingra

EMNLP Findings, 2024

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Raccon: Prompt Extraction Benchmark of LLM-Integrated Applications

Junlin Wang*, Tianyi Yang*, Roy Xie, Bhuwan Dhingra

ACL Findings, 2024

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Tailoring Vaccine Messaging with Common-Ground Opinions

Rickard Stureborg, Sanxing Chen, Roy Xie, Aayushi Kunjal Patel, Christopher Li, Chloe Zhu, Tingnan Hu, Jun Yang, Bhuwan Dhingra

NAACL Findings, 2024

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Extracting Lexical Features from Dialects via Interpretable Dialect Classifiers

Roy Xie, Orevaoghene Ahia, Yulia Tsvetkov, Antonios Anastasopoulos

NAACL, 2024

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Noisy Parallel Data Alignment

Roy Xie, Antonios Anastasopoulos

EACL Findings, 2023

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Service

Reviewer: ACL Rolling Review

Organizing Committee: MASC-SLL 2023