Guang-Jie Ren
5 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(16)
Venues
Top co-authors
Research topics
Keywords
large language model
(3)
multilingual nlp
(1)
model evaluation
(1)
content moderation
(1)
ambiguity resolution
(1)
llm evaluation
(1)
synthetic data generation
(1)
benchmark dataset
(1)
domain-specific evaluation
(1)
labeled data
(1)
medical domain
(1)
data drift
(1)
conversational question answering
(1)
guardrails development
(1)
health advice detection
(1)
human-in-the-loop clustering
(1)
false refusal
(1)
clustering technique
(1)
llm guardrail
(1)
domain-specific classifier
(1)
Papers
Challenges and Remedies of Domain-Specific Classifiers as LLM Guardrails: Self-Harm as a Case Study
NAACL 2025
Disambiguation in Conversational Question Answering in the Era of LLMs and Agents: A Survey
EMNLP 2025
Evaluating Large Language Models with Enterprise Benchmarks
NAACL 2025
STAR: Self-Automated Back-Querying for Production Data Generation
IJCNLP 2025
Don’t be my Doctor! Recognizing Healthcare Advice in Large Language Models
EMNLP 2024