A neural joint model for entity and relation extraction from biomedical text F Li, M Zhang, G Fu, D Ji BMC bioinformatics 18 (1), 198, 2017 | 299 | 2017 |
Unified Named Entity Recognition as Word-Word Relation Classification J Li, H Fei, J Liu, S Wu, M Zhang, C Teng, D Ji, F Li AAAI 2022, 2022 | 160 | 2022 |
Fine-Tuning Bidirectional Encoder Representations From Transformers (BERT)–Based Models on Large-Scale Electronic Health Record Notes: An Empirical Study F Li, Y Jin, W Liu, BPS Rawat, P Cai, H Yu JMIR medical informatics 7 (3), e14830, 2019 | 135 | 2019 |
ICD Coding from Clinical Text Using Multi-Filter Residual Convolutional Neural Network F Li, H Yu The Thirty-Fourth AAAI Conference on Artificial Intelligence, arXiv preprint …, 2020 | 124 | 2020 |
A Span-Based Model for Joint Overlapped and Discontinuous Named Entity Recognition F Li, Z Lin, M Zhang, D Ji Proceedings of the 59th Annual Meeting of the Association for Computational …, 2021 | 72 | 2021 |
Joint Models for Extracting Adverse Drug Events from Biomedical Text F Li, Y Zhang, M Zhang, D Ji Proceedings of the Twenty-Fifth International Joint Conference on Artificial …, 2016 | 67 | 2016 |
MRN: A Locally and Globally Mention-Based Reasoning Network for Document-Level Relation Extraction J Li, K Xu, F Li, H Fei, Y Ren, D Ji Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 …, 2021 | 64 | 2021 |
A transition-based joint model for disease named entity recognition and normalization Y Lou, Y Zhang, T Qian, F Li, S Xiong, D Ji Bioinformatics 33 (15), 2363-2371, 2017 | 64 | 2017 |
Extraction of Information Related to Adverse Drug Events from Electronic Health Record Notes: Design of an End-to-End Model Based on Deep Learning. F Li, W Liu, H Yu JMIR Medical Informatics 6 (4), e12159, 2018 | 59 | 2018 |
Encoder-Decoder Based Unified Semantic Role Labeling with Label-Aware Syntax H Fei, F Li, B Li, D Ji Proceedings of the AAAI Conference on Artificial Intelligence 35 (14), 12794 …, 2021 | 57 | 2021 |
HiTrans: A Transformer-Based Context-and Speaker-Sensitive Model for Emotion Detection in Conversations J Li, D Ji, F Li, M Zhang, Y Liu Proceedings of the 28th International Conference on Computational …, 2020 | 56 | 2020 |
Better Combine Them Together! Integrating Syntactic Constituency and Dependency Representations for Semantic Role Labeling H Fei, S Wu, Y Ren, F Li, D Ji Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 …, 2021 | 53 | 2021 |
Recognizing irregular entities in biomedical text via deep neural networks F Li, M Zhang, B Tian, B Chen, G Fu, D Ji Pattern Recognition Letters 105, 105-113, 2018 | 51 | 2018 |
LasUIE: Unifying Information Extraction with Latent Adaptive Structure-aware Generative Language Model H Fei, S Wu, J Li, B Li, F Li, L Qin, M Zhang, M Zhang, TS Chua Advances in Neural Information Processing Systems, 2022 | 47 | 2022 |
Rethinking Boundaries: End-To-End Recognition of Discontinuous Mentions with Pointer Networks H Fei, F Li, B Li, Y Liu, Y Ren, D Ji Proceedings of the AAAI Conference on Artificial Intelligence 35 (14), 12785 …, 2021 | 44 | 2021 |
Emoji-Based Sentiment Analysis Using Attention Networks Y Lou, Y Zhang, F Li, T Qian, D Ji ACM Transactions on Asian and Low-Resource Language Information Processing …, 2020 | 40 | 2020 |
Effective Token Graph Modeling using a Novel Labeling Strategy for Structured Sentiment Analysis W Shi, F Li, J Li, H Fei, D Ji Annual Meeting of the Association for Computational Linguistics, 2022 | 39 | 2022 |
Mastering the Explicit Opinion-role Interaction: Syntax-aided Neural Transition System for Unified Opinion Role Labeling S Wu, H Fei, F Li, D Ji, M Zhang, Y Liu, C Teng AAAI 2022, 2022 | 37 | 2022 |
Inheriting the Wisdom of Predecessors: A Multiplex Cascade Framework for Unified Aspect-based Sentiment Analysis H Fei, F Li, C Li, S Wu, J Li, D Ji International Joint Conference on Artificial Intelligence (IJCAI), 2022 | 33 | 2022 |
High-order Pair-wise Aspect and Opinion Terms Extraction with Edge-enhanced Syntactic Graph Convolution S Wu, H Fei, Y Ren, B Li, F Li, D Ji IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2021 | 32 | 2021 |