Lishuang Li

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 71

Top Topics

Biomedical Text

Named Entity Recognition

Event Extraction

Top Venues

J. Biomed. Informatics

IEEE ACM Trans. Comput. Biol. Bioinform.

Publications

Xueyang Qin, Lishuang Li, Fei Hao, Meiling Ge, Guangyao Pang
Multi-level knowledge-driven feature representation and triplet loss optimization network for image-text retrieval. Inf. Process. Manag. 61 (1) (2024)
Xinguang Zhang, Jingsong Chen, Lishuang Li, Yonghong Wu
A Singular Tempered Sub-Diffusion Fractional Equation with Changing-Sign Perturbation. Axioms 13 (4) (2024)
Xinguang Zhang, Peng Chen, Lishuang Li, Yonghong Wu
A Singular Tempered Sub-Diffusion Fractional Model Involving a Non-Symmetrically Quasi-Homogeneous Operator. Symmetry 16 (6) (2024)
Tianqi Hu, Lishuang Li, Xueyang Qin, Yubo Feng
Event Representation Learning with Multi-Grained Contrastive Learning and Triple-Mixture of Experts. LREC/COLING (2024)
Xueyang Qin, Lishuang Li, Guangyao Pang, Fei Hao
Heterogeneous Graph Fusion Network for cross-modal image-text retrieval. Expert Syst. Appl. 249 (2024)
Yubo Feng, Lishuang Li, Yi Xiang, Xueyang Qin
PromptCL: Improving Event Representation via Prompt Template and Contrastive Learning. CoRR (2024)
Jingyao Tang, Lishuang Li, Hongbin Lu, Xueyang Qin, Beibei Zhang, Haiming Wu
Prototype-based Prompt-Instance Interaction with Causal Intervention for Few-shot Event Detection. LREC/COLING (2024)
Xueyang Qin, Lishuang Li, Guangyao Pang
Multi-scale motivated neural network for image-text matching. Multim. Tools Appl. 83 (2) (2024)
Xueyang Qin, Lishuang Li, Jing Hao, Meiling Ge, Jiayi Huang, Guangyao Pang
Multi-task Collaborative Network for Image-Text Retrieval. MMM (3) (2024)
Lishuang Li, Jiangyuan Dong, Xueyang Qin
Dual-view graph neural network with gating mechanism for entity alignment. Appl. Intell. 53 (15) (2023)
Lishuang Li, Huxiong Chen, Xueyang Qin, Zehao Wang, Jiangyuan Dong
KARN: Knowledge Augmented Reasoning Network for Question Answering. NLPCC (1) (2023)
Lishuang Li, Tianqi Hu, Xueyang Qin
A Time-Guided Method for Constructing Combined Medical Event Chains. BIBM (2023)
Beibei Zhang, Lishuang Li
PIPER: A logic-driven deep contrastive optimization pipeline for event temporal reasoning. Neural Networks 164 (2023)
Jingyao Tang, Lishuang Li, Hongbin Lu, Beibei Zhang, Haiming Wu
Improving long-tail relation extraction via adaptive adjustment and causal inference. Neurocomputing 552 (2023)
Beibei Zhang, Lishuang Li, Qian Yang, Dapeng Feng
Automatic Large-scale Data Generation for Open-topic Biomedical Event Relation Extraction. BIBM (2023)
Yubo Feng, Lishuang Li, Yi Xiang, Xueyang Qin
PromptCL: Improving Event Representation via Prompt Template and Contrastive Learning. NLPCC (1) (2023)
Xueyang Qin, Lishuang Li, Fei Hao, Guangyao Pang, Zehao Wang
Cross-modal information balance-aware reasoning network for image-text retrieval. Eng. Appl. Artif. Intell. 120 (2023)
Lishuang Li, Wanting Ning
ProBioRE: A Framework for Biomedical Causal Relation Extraction Based on Dual-head Prompt and Prototypical Network. BIBM (2023)
Jing Hao, Lishuang Li, Xueyang Qin
Biomedical Causal Relation Extraction via Data Augmentation and Multi-source Knowledge Fusion. BIBM (2023)
Beibei Zhang, Lishuang Li, Dingxin Song, Yang Zhao
Biomedical event causal relation extraction based on a knowledge-guided hierarchical graph network. Soft Comput. 27 (22) (2023)
Lishuang Li, Ruiyuan Lian, Hongbin Lu, Jingyao Tang
Document-level Biomedical Relation Extraction Based on Multi-Dimensional Fusion Information and Multi-Granularity Logical Reasoning. COLING (2022)
Shiyi Zhao, Lishuang Li
Temporal information extraction with the scalable cross-sentence context for electronic health records. J. Biomed. Informatics 128 (2022)
Lishuang Li, Zehao Wang, Xueyang Qin, Hongbin Lu
Dual Interactive Attention Network for Joint Entity and Relation Extraction. NLPCC (1) (2022)
Hongbin Lu, Dingxin Song, Yu Zhu, Lishuang Li
Drug-Drug Interaction Extraction Using Drug Knowledge Graph. BIBM (2022)
Tiesen Sun, Lishuang Li
Improving Event Temporal Relation Classification via Auxiliary Label-Aware Contrastive Learning. CCL (2022)
Tiesen Sun, Lishuang Li
TEMPLATE: TempRel Classification Model Trained with Embedded Temporal Relation Knowledge. NLPCC (1) (2022)
Lishuang Li, Shixian Jiang, Beibei Zhang
A Knowledge-Enhanced Model with Dual-Channel Encoder for Joint Entity and Relation Extraction from Biomedical Literature. BIBM (2022)
Lishuang Li, Beibei Zhang
Exploiting dependency information to improve biomedical event detection via gated polar attention mechanism. Neurocomputing 421 (2021)
Zuocheng Li, Lishuang Li, Anqiao Zhou, Hongbin Lu
JTSG: A joint term-sentiment generator for aspect-based sentiment analysis. Neurocomputing 459 (2021)
Hongbin Lu, Lishuang Li, Zuocheng Li, Shiyi Zhao
Extracting chemical-induced disease relation by integrating a hierarchical concentrative attention and a hybrid graph-based neural network. J. Biomed. Informatics 121 (2021)
Lishuang Li, Ruiyuan Lian, Hongbin Lu
Document-Level Biomedical Relation Extraction with Generative Adversarial Network and Dual-Attention Multi-Instance Learning. BIBM (2021)
Lishuang Li, Fuxiao Zhang
BGGF: A Gated Information Fusion Model For Biomedical Entity Recognition. BIBM (2021)
Lishuang Li, Mengzuo Huang, Beibei Zhang
Hierarchical Distillation Network for Biomedical Event Extraction. BIBM (2020)
Lishuang Li, Yang Liu, Meiyue Qin
Extracting Biomedical Events with Parallel Multi-Pooling Convolutional Neural Networks. IEEE ACM Trans. Comput. Biol. Bioinform. 17 (2) (2020)
Lishuang Li, Yuxin Jiang
Integrating Language Model and Reading Control Gate in BLSTM-CRF for Biomedical Named Entity Recognition. IEEE ACM Trans. Comput. Biol. Bioinform. 17 (3) (2020)
Lishuang Li, Anqiao Zhou, Beibei Zhang, Fengsen Xiao
Multiple fragment-level interactive networks for answer selection. Neurocomputing 402 (2020)
Yu Zhu, Lishuang Li, Hongbin Lu, Anqiao Zhou, Xueyang Qin
Extracting drug-drug interactions from texts with BioBERT and multiple entity-aware attentions. J. Biomed. Informatics 106 (2020)
Lishuang Li, Hongbin Lu, Shuang Qian, Shiyi Zhao, Yifan Zhu
Learning Global Representations for Document-Level Biomedical Relation Extraction. CCKS (2020)
Hongbin Lu, Lishuang Li, Xinyu He, Yang Liu, Anqiao Zhou
Extracting chemical-protein interactions from biomedical literature via granular attention based recurrent neural networks. Comput. Methods Programs Biomed. 176 (2019)
Shiyi Zhao, Lishuang Li, Hongbin Lu, Anqiao Zhou, Shuang Qian
Associative attention networks for temporal relation extraction from electronic health records. J. Biomed. Informatics 99 (2019)
Xinyu He, Lishuang Li, Xingchen Song, Degen Huang, Fuji Ren
Multi-Level Attention Based BLSTM Neural Network for Biomedical Event Extraction. IEICE Trans. Inf. Syst. (9) (2019)
Lishuang Li, Mengzuo Huang, Yang Liu, Shuang Qian, Xinyu He
Contextual label sensitive gated network for biomedical event trigger extraction. J. Biomed. Informatics 95 (2019)
Lishuang Li, Xinyu He, Jieqiong Zheng, Degen Huang, Fuji Ren
An Active Transfer Learning Framework for Protein-Protein Interaction Extraction. IEICE Trans. Inf. Syst. (2) (2018)
Lishuang Li, Yuankai Guo, Shuang Qian, Anqiao Zhou
An End-to-End Entity and Relation Extraction Network with Multi-head Attention. CCL (2018)
Xinyu He, Lishuang Li, Jia Wan, Dingxin Song, Jun Meng, Zhanjie Wang
Biomedical Event Trigger Detection Based on BiLSTM Integrating Attention Mechanism and Sentence Vector. BIBM (2018)
Lishuang Li, Jia Wan, Jieqiong Zheng, Jian Wang
Biomedical event extraction based on GRU integrating attention mechanism. BMC Bioinform. (9) (2018)
Lishuang Li, Yang Liu, Anqiao Zhou
Hierarchical Attention Based Position-Aware Network for Aspect-Level Sentiment Analysis. CoNLL (2018)
Yan Wang, Jian Wang, Hongfei Lin, Xiwei Tang, Shaowu Zhang, Lishuang Li
Bidirectional long short-term memory with CRF for detecting biomedical event trigger in FastText semantic space. BMC Bioinform. (20) (2018)
Xinyu He, Lishuang Li, Yang Liu, Xiaoming Yu, Jun Meng
A Two-Stage Biomedical Event Trigger Detection Method Integrating Feature Selection and Word Embeddings. IEEE ACM Trans. Comput. Biol. Bioinform. 15 (4) (2018)
Lishuang Li, Yuxin Jiang
Biomedical named entity recognition based on the two channels and sentence-level reading control conditioned LSTM-CRF. BIBM (2017)
Lishuang Li, Yang Liu
Exploiting argument information to improve biomedical event trigger identification via recurrent neural networks and supervised attention mechanisms. BIBM (2017)
Lishuang Li, Jia Wan, Degen Huang
Biomedical Domain-Oriented Word Embeddings via Small Background Texts for Biomedical Text Mining Tasks. NLPCC (2017)
Degen Huang, Zhenchao Jiang, Li Zou, Lishuang Li
Drug-drug interaction extraction from biomedical literature using support vector machine and long short term memory networks. Inf. Sci. 415 (2017)
Yan Wang, Jian Wang, Hongfei Lin, Shaowu Zhang, Lishuang Li
Biomedical event trigger detection based on bidirectional LSTM and CRF. BIBM (2017)
Lishuang Li, Jieqiong Zheng, Jia Wan
Dynamic extended tree conditioned LSTM-based biomedical event extraction. Int. J. Data Min. Bioinform. 17 (3) (2017)
Zhenchao Jiang, Lishuang Li, Degen Huang
An Unsupervised Graph Based Continuous Word Representation Method for Biomedical Text Mining. IEEE ACM Trans. Comput. Biol. Bioinform. 13 (4) (2016)
Xinyu He, Lishuang Li, Jieqiong Zheng, Meiyue Qin
Extracting Biomedical Event Using Feature Selection and Word Representation. BioNLP (Shared Task) (2016)
Zhenchao Jiang, Lishuang Li, Degen Huang
A general protein-protein interaction extraction architecture based on word representation and feature selection. Int. J. Data Min. Bioinform. 14 (3) (2016)
Dingxin Song, Degen Huang, Lishuang Li, Hong-Lei He
Biomedical Named Entity Recognition Based on Feature Selection and Word Representations. J. Inf. Hiding Multim. Signal Process. 7 (4) (2016)
Dingxin Song, Lishuang Li, Liuke Jin, Degen Huang
Biomedical named entity recognition based on recurrent neural networks with different extended methods. Int. J. Data Min. Bioinform. 16 (1) (2016)
Xiaohui Lin, Huanhuan Song, Meng Fan, Weijie Ren, Lishuang Li, Weihong Yao
The feature selection algorithm based on feature overlapping and group overlapping. BIBM (2016)
Lishuang Li, Jieqiong Zheng, Jia Wan, Degen Huang, Xiaohui Lin
Biomedical event extraction via Long Short Term Memory networks along dynamic extended tree. BIBM (2016)
Lishuang Li, Meiyue Qin, Degen Huang
Biomedical Event Trigger Detection Based on Hybrid Methods Integrating Word Embeddings. CCKS (2016)
Lishuang Li, Zhenchao Jiang, Yang Liu, Degen Huang
Word Representation on Small Background Texts. SMP (2016)
Lishuang Li, Liuke Jin, Yuxin Jiang, Degen Huang
Recognizing Biomedical Named Entities Based on the Sentence Vector/Twin Word Embeddings Conditioned Bidirectional LSTM. CCL (2016)
Lishuang Li, Shanshan Liu, Meiyue Qin, Yiwen Wang, Degen Huang
Extracting Biomedical Event with Dual Decomposition Integrating Word Embeddings. IEEE ACM Trans. Comput. Biol. Bioinform. 13 (4) (2016)
Lishuang Li, Liuke Jin, Zhenchao Jiang, Dingxin Song, Degen Huang
Biomedical named entity recognition based on extended Recurrent Neural Networks. BIBM (2015)
Lishuang Li, Jing Zhang, Liuke Jin, Rui Guo, Degen Huang
A distributed meta-learning system for Chinese entity relation extraction. Neurocomputing 149 (2015)
Zhenchao Jiang, Lishuang Li, Degen Huang, Liuke Jin
Training word embeddings for deep learning in biomedical text mining tasks. BIBM (2015)
Lishuang Li, Liuke Jin, Degen Huang
Exploring Recurrent Neural Networks to Detect Named Entities from Biomedical Text. CCL (2015)
Lishuang Li, Jieqiong Zheng, Dingxin Song, Rui Guo, Degen Huang
Protein-protein interaction extraction based on actively transfer learning. BIBM (2015)
Lishuang Li, Rui Guo, Zhenchao Jiang, Degen Huang
Improving Kernel-based protein-protein interaction extraction by unsupervised word representation. BIBM (2014)
Lishuang Li, Liuke Jin, Zhenchao Jiang, Jing Zhang, Degen Huang
Coreference resolution in biomedical texts. BIBM (2014)
Lishuang Li, Liuke Jin, Jieqiong Zheng, Panpan Zhang, Degen Huang
The Protein-Protein Interaction extraction based on full texts. BIBM (2014)
Hai Wei, Xiaohui Lin, Xirong Xu, Lishuang Li, Weijian Zhang, Xiaomei Wang
A novel ensemble classifier based on multiple diverse classification methods. FSKD (2014)
Lishuang Li, Zhenchao Jiang, Degen Huang
A general instance representation architecture for protein-protein interaction extraction. BIBM (2014)
Huiwei Zhou, Yan Zhang, Degen Huang, Lishuang Li
Semi-supervised Learning with Transfer Learning. CCL (2013)
Lishuang Li, Yiwen Wang, Degen Huang
Improving Feature-Based Biomedical Event Extraction System by Integrating Argument Information. BioNLP@ACL (Shared Task) (2013)
Lishuang Li, Wenting Fan, Degen Huang
A Two-Phase Bio-NER System Based on Integrated Classifiers and Multiagent Strategy. IEEE ACM Trans. Comput. Biol. Bioinform. 10 (4) (2013)
Lishuang Li, Wenting Fan, Degen Huang, Yanzhong Dang, Jing Sun
Boosting performance of gene mention tagging system by hybrid methods. J. Biomed. Informatics 45 (1) (2012)
Lishuang Li, Peng Wang, Degen Huang, Lian Zhao
Mining English-Chinese Named Entity Pairs from Comparable Corpora. ACM Trans. Asian Lang. Inf. Process. 10 (4) (2011)
Lishuang Li, Degen Huang, Min Wang
Protein-Protein Interaction extraction based on ensemble kernel model and active learning strategy. NLPKE (2011)
Degen Huang, Lian Zhao, Lishuang Li, Haitao Yu
Mining Large-scale Comparable Corpora from Chinese-English News Collections. COLING (Posters) (2010)
Haitao Yu, Fuji Ren, Degen Huang, Lishuang Li
Designing effective web mining-based techniques for OOV translation. NLPKE (2010)
Wei Wang, Degen Huang, Lishuang Li, Xiuying Li
DLUT Question Answering System at NTCIR-8 CCLQA. NTCIR (2010)
Lishuang Li, Jing Sun, Degen Huang
Boosting performance of gene mention tagging system by classifiers ensemble. NLPKE (2010)
Lishuang Li, Linmei Jing, Degen Huang
Protein-protein interaction extraction from biomedical literatures based on modified SVM-KNN. NLPKE (2009)
Lishuang Li, Rongpeng Zhou, Degen Huang
Two-phase biomedical named entity recognition using CRFs. Comput. Biol. Chem. 33 (4) (2009)
Lishuang Li, Rongpeng Zhou, Degen Huang, Wenping Liao
Integrating divergent models for gene mention tagging. NLPKE (2009)
Degen Huang, Xiao Sun, Shidou Jiao, Lishuang Li, Zhuoye Ding, Ru Wan
HMM and CRF Based Hybrid Model for Chinese Lexical Analysis. IJCNLP (2008)
Lishuang Li, Zhuoye Ding, Degen Huang, Huiwei Zhou
A Hybrid Model Based on CRFs for Chinese Named Entity Recognition. ALPIT (2008)
Lishuang Li, Zhuoye Ding, Degen Huang
Recognizing location names from Chinese texts based on Max-Margin Markov Network. NLPKE (2008)
Lishuang Li, Tingting Mao, Degen Huang, Yuansheng Yang
Hybrid Models for Chinese Named Entity Recognition. SIGHAN@COLING/ACL (2006)
Lishuang Li, Lihua Li, Degen Huang, Heping Song
Chinese Syntactic Category Disambiguation Using Support Vector Machines. ISNN (2) (2005)
Lishuang Li, Chunrong Chen, Degen Huang, Yuansheng Yang
Identifying Pronunciation-Translated Names from Chinese Texts Based on Support Vector Machines. ISNN (1) (2004)