Roy Xie
8 papers · 2024–2026 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(20)
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Hot Topic Early Bird
⚡
Prolific Year · Productive
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Research topics
Keywords
large language model
(4)
language model
(2)
text classification
(1)
llm evaluation
(1)
query efficiency
(1)
neural network optimization
(1)
defense mechanism
(1)
dialogue system
(1)
synthetic data
(1)
interpretable classifier
(1)
hallucination mitigation
(1)
adversarial example
(1)
retrieval-augmented generation
(1)
membership inference
(1)
membership inference attack
(1)
adversarial attack
(1)
neural machine translation
(1)
lexical feature
(1)
human translation
(1)
domain adaptation
(1)
Papers
Over-Searching in Search-Augmented Large Language Models
EACL 2026
Improving Model Alignment Through Collective Intelligence of Open-Source Models
ICML 2025
Adversarial Math Word Problem Generation
EMNLP 2024
Analysing Translation Artifacts: A Comparative Study of LLMs, NMTs, and Human Translations
EMNLP 2024
Extracting Lexical Features from Dialects via Interpretable Dialect Classifiers
NAACL 2024
Raccoon: Prompt Extraction Benchmark of LLM-Integrated Applications
ACL 2024
ReCaLL: Membership Inference via Relative Conditional Log-Likelihoods
EMNLP 2024
Tailoring Vaccine Messaging with Common-Ground Opinions
NAACL 2024