Roy Xie
8 papers · 2024–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (4) π Renaissance Researcher (5) π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (20)
π§
Keyword Pioneer
β‘
Prolific Year
(6)
Conferences
EMNLP (3)
NAACL (2)
ACL (1)
EACL (1)
ICML (1)
Top co-authors
Research topics
Keywords
large language model
(4)
domain adaptation
(1)
text classification
(1)
neural machine translation
(1)
llm evaluation
(1)
query efficiency
(1)
neural network optimization
(1)
adversarial attack
(1)
language model
(1)
interpretable classifier
(1)
hallucination mitigation
(1)
adversarial example
(1)
retrieval-augmented generation
(1)
membership inference
(1)
membership inference attack
(1)
dialogue system
(1)
defense mechanism
(1)
conditional log-likelihood
(1)
lexical feature
(1)
human translation
(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
Raccoon: Prompt Extraction Benchmark of LLM-Integrated Applications
ACL 2024
Extracting Lexical Features from Dialects via Interpretable Dialect Classifiers
NAACL 2024
Tailoring Vaccine Messaging with Common-Ground Opinions
NAACL 2024
ReCaLL: Membership Inference via Relative Conditional Log-Likelihoods
EMNLP 2024