Search Results for author: Chunping Ouyang

Found 3 papers, 1 papers with code

Bailicai: A Domain-Optimized Retrieval-Augmented Generation Framework for Medical Applications

no code implementations24 Jul 2024 Cui Long, Yongbin Liu, Chunping Ouyang, Ying Yu

These open-source models encounter limitations in the comprehensiveness of domain-specific knowledge and exhibit a propensity for 'hallucinations' during text generation.

Natural Language Understanding RAG +2

Causal Interventions-based Few-Shot Named Entity Recognition

no code implementations3 May 2023 Zhen Yang, Yongbin Liu, Chunping Ouyang

Few-shot named entity recognition (NER) systems aims at recognizing new classes of entities based on a few labeled samples.

Few-Shot Learning few-shot-ner +6

edge2vec: Representation learning using edge semantics for biomedical knowledge discovery

1 code implementation7 Sep 2018 Zheng Gao, Gang Fu, Chunping Ouyang, Satoshi Tsutsui, Xiaozhong Liu, Jeremy Yang, Christopher Gessner, Brian Foote, David Wild, Qi Yu, Ying Ding

We propose this method for its added value relative to existing graph analytical methodology, and in the real world context of biomedical knowledge discovery applicability.

Biomedical Information Retrieval Information Retrieval +3

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