Chengfeng Dou
5 papers · 2023–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (13) π Renaissance Researcher (6) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(21)
Conferences
ACL (3)
COLING (1)
EMNLP (1)
Top co-authors
Keywords
large language model
(3)
clinical nlp
(2)
medical dialogue
(2)
transfer learning
(1)
preference learning
(1)
in-context learning
(1)
text generation
(1)
multitask learning
(1)
structural learning
(1)
event detection
(1)
diagnostic reasoning
(1)
knowledge graph
(1)
generative model
(1)
prompt generation
(1)
pre-trained language model
(1)
hallucination detection
(1)
medical diagnosis
(1)
healthcare ai
(1)
event causality extraction
(1)
structural discriminative training
(1)
Papers
Integrating Physician Diagnostic Logic into Large Language Models: Preference Learning from Process Feedback
ACL 2024
Detection, Diagnosis, and Explanation: A Benchmark for Chinese Medical Hallucination Evaluation
COLING 2024
UniEvent: Unified Generative Model with Multi-Dimensional Prefix for Zero-Shot Event-Relational Reasoning
ACL 2023
SEAG: Structure-Aware Event Causality Generation
ACL 2023
PlugMed: Improving Specificity in Patient-Centered Medical Dialogue Generation using In-Context Learning
EMNLP 2023