Semantic Structure based Query Graph Prediction for Question Answering over Knowledge Graph M Li, JS Ji COLING 2022, 2022 | 12 | 2022 |
Short text classification via knowledge powered attention with similarity matrix based CNN M Li, G Clinton, Y Miao, F Gao arXiv preprint arXiv:2002.03350, 2020 | 10 | 2020 |
How far is Language Model from 100% Few-shot Named Entity Recognition in Medical Domain M Li, R Zhang Journal of the American Medical Informatics Association (JAMIA), 2023 | 8 | 2023 |
A Hierarchical N-Gram Framework for Zero-Shot Link Prediction M Li, J Chen, S Mensah, N Aletras, X Yang, Y Ye EMNLP Findings 2022, 2022 | 7 | 2022 |
Understand the Dynamic World: An End-to-End Knowledge Informed Framework for Open Domain Entity State Tracking M Li, L Huang SIGIR 2023, 2023 | 5 | 2023 |
W-procer: Weighted Prototypical Contrastive Learning for Medical Few-Shot Named Entity Recognition M Li, Y Ye, J Yeung, H Zhou, H Chu, R Zhang arXiv preprint arXiv:2305.18624, 2023 | 3 | 2023 |
Multi-Fusion Chinese WordNet (MCW): Compound of Machine Learning and Manual Correction M Li, Z Zhou, Y Wang CICling 2019, 2020 | 3 | 2020 |
Benchingmaking Large Langage Models in Biomedical Triple Extraction M Li, H Zhou, R Zhang arXiv preprint arXiv:2310.18463, 2023 | 2* | 2023 |
A Condensed Transition Graph Framework for Zero-shot Link Prediction with Large Language Models M Li, C Ling, R Zhang, L Zhao arXiv preprint arXiv:2402.10779, 2024 | 1 | 2024 |
One LLM is not Enough: Harnessing the Power of Ensemble Learning for Medical Question Answering H Yang, M Li, H Zhou, Y Xiao, Q Fang, R Zhang medRxiv, 2023 | 1 | 2023 |
RT: a Retrieving and Chain-of-Thought framework for few-shot medical named entity recognition M Li, H Zhou, H Yang, R Zhang Journal of the American Medical Informatics Association, ocae095, 2024 | | 2024 |
BiomedRAG: A Retrieval Augmented Large Language Model for Biomedicine M Li, H Kilicoglu, H Xu, R Zhang arXiv preprint arXiv:2405.00465, 2024 | | 2024 |
LLM Instruction-Example Adaptive Prompting (LEAP) Framework for Clinical Relation Extraction H Zhou, M Li, Y Xiao, H Yang, R Zhang medRxiv, 2023.12. 15.23300059, 2023 | | 2023 |
A Review of Reinforcement Learning for Natural Language Processing, and Applications in Healthcare Y Liu, H Wang, H Zhou, M Li, Y Hou, S Zhou, F Wang, R Hoetzlein, ... | | 2023 |
Solving the Chinese Physical Problem Based on Deep Learning and Knowledge Graph M Li, Z Zhou, Y Wang CS & IT Conference Proceedings 9 (3), 2019 | | 2019 |