Zheheng Luo
7 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (4) π Interdisciplinary Bridge π Cross-Pollinator (12)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(21)
π₯
Mega-Team
(34)
Conferences
ACL (4)
COLING (1)
EMNLP (1)
NIPS (1)
Top co-authors
Research topics
Keywords
large language model
(4)
biomedical domain
(2)
domain adaptation
(2)
controllable generation
(2)
question answering
(2)
text summarization
(2)
medical nlp
(1)
language model
(1)
scaling law
(1)
supervised fine-tuning
(1)
continual pre-training
(1)
pre-trained language model
(1)
retrieval-augmented generation
(1)
biomedical text
(1)
financial benchmark
(1)
step-wise reasoning
(1)
medical knowledge
(1)
abstractive summarization
(1)
data reweighting
(1)
continued pre-training
(1)
Papers
EMPEC: A Comprehensive Benchmark for Evaluating Large Language Models Across Diverse Healthcare Professions
ACL 2025
Velocitune: A Velocity-based Dynamic Domain Reweighting Method for Continual Pre-training
ACL 2025
Process-based Self-Rewarding Language Models
ACL 2025
ELAINE-medLLM: Lightweight English Japanese Chinese Trilingual Large Language Model for Bio-medical Domain
COLING 2025
FinBen: A Holistic Financial Benchmark for Large Language Models
NIPS 2024
Overview of the BioLaySumm 2023 Shared Task on Lay Summarization of Biomedical Research Articles
ACL 2023
Readability Controllable Biomedical Document Summarization
EMNLP 2022