Guang-Jie Ren
6 papers · 2024–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (17) π§ Keyword Pioneer π Cross-Pollinator (15)
β‘
Prolific Year
(5)
Conferences
EMNLP (2)
NAACL (2)
AACL (1)
IJCNLP (1)
Top co-authors
Keywords
large language model
(4)
synthetic data generation
(2)
multilingual nlp
(1)
model evaluation
(1)
content moderation
(1)
ambiguity resolution
(1)
llm evaluation
(1)
benchmark dataset
(1)
domain-specific evaluation
(1)
labeled datum
(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
STAR: Self-Automated Back-Querying for Production Data Generation
AACL 2025
Disambiguation in Conversational Question Answering in the Era of LLMs and Agents: A Survey
EMNLP 2025
STAR: Self-Automated Back-Querying for Production Data Generation
IJCNLP 2025
Challenges and Remedies of Domain-Specific Classifiers as LLM Guardrails: Self-Harm as a Case Study
NAACL 2025
Evaluating Large Language Models with Enterprise Benchmarks
NAACL 2025
Donβt be my Doctor! Recognizing Healthcare Advice in Large Language Models
EMNLP 2024