Personal information

BioNLP, Deep Learning, Information Extraction, Big Data Mining, Large Language Models
Hong Kong SAR China, China

Activities

Employment (3)

Hong Kong Polytechnic University: Hong Kong, Hong Kong, HK

2023-07-01 to present | Research Assistant Professor (Department of Chinese and Bilingual Studies)
Employment
Source: Self-asserted source
Jinghang Gu

Hong Kong Polytechnic University: Hong Kong, Hong Kong, HK

2019-08-01 to 2023-06-30 | Postdoctoral Fellow (Department of Chinese and Bilingual Studies)
Employment
Source: Self-asserted source
Jinghang Gu

Baidu: Beijing, Beijing, CN

2018-04-11 to 2019-06-06 | Natural Language Processing Engineer / Senior Research & Development Engineer (Big Data Group)
Employment
Source: Self-asserted source
Jinghang Gu

Education and qualifications (2)

Soochow University: Suzhou, Jiangsu, CN

2014-09-01 to 2017-12-27 | Ph.D. (The School of Computer Science & Technology )
Education
Source: Self-asserted source
Jinghang Gu

Soochow University: Suzhou, Jiangsu, CN

2011-09-01 to 2014-06-30 | M.Sc. (The School of Computer Science & Technology )
Education
Source: Self-asserted source
Jinghang Gu

Works (40)

Enhancing Cross-Lingual Named Entity Recognition via Dual Contrastive Learning Based on MRC Framework

Natural Language Processing and Chinese Computing
2025 | Conference paper
Part of ISBN: 978-981-97-9434-8
Contributors: Zhuo, Aiqing and Shi, Kunli and Gu, Jinghang and Qian, Longhua and Zhou, Guodong; Wong, Derek F. and Wei, Zhongyu and Yang, Muyun
Source: Self-asserted source
Jinghang Gu

Multi-layer Sequence Labeling-Based Joint Biomedical Event Extraction

Natural Language Processing and Chinese Computing
2025 | Conference paper
Part of ISBN: 978-981-97-9434-8
Contributors: Chen, Gongchi and Wu, Pengchao and Gu, Jinghang and Qian, Longhua and Zhou, Guodong; Wong, Derek F. and Wei, Zhongyu and Yang, Muyun
Source: Self-asserted source
Jinghang Gu

Automated Detection of Atypical Language Development Using Machine Learning: A Focus on the Procedural Circuit Deficit Hypothesis

Proceedings of CogSci 2024 Hong Kong Meetup
2024 | Conference paper
Contributors: Lin, Jueyao; Gu, Jinghang; Li, Lu; Chung, Yee Lok; Zhang, Caicai
Source: Self-asserted source
Jinghang Gu

Biomedical Causal Relation Extraction Incorporated with External Knowledge

Communications in Computer and Information Science
2024 | Conference paper
EID:

2-s2.0-85186646480

Part of ISBN: 9789819998630
Part of ISSN: 18650937 18650929
Contributors: Li, D.; Li, D.; Gu, J.; Qian, L.; Zhou, G.
Source: Self-asserted source
Jinghang Gu via Scopus - Elsevier

Comparing Gender Bias in Lexical Semantics and World Knowledge: Deep-learning Models Pre-trained on Historical Corpus

Proceedings of The 38th Pacific Asia Conference on Language, Information and Computation (PACLIC 2024)
2024 | Conference paper
Contributors: Ge, Yingqiu; Gu, Jinghang; Huang, Chu-Ren; Li, Lifu
Source: Self-asserted source
Jinghang Gu

Cross-Lingual Name Entity Recognition from Clinical Text Using Mixed Language Query

Communications in Computer and Information Science
2024 | Conference paper
EID:

2-s2.0-85186660504

Part of ISBN: 9789819998630
Part of ISSN: 18650937 18650929
Contributors: Shi, K.; Chen, G.; Gu, J.; Qian, L.; Zhou, G.
Source: Self-asserted source
Jinghang Gu via Scopus - Elsevier

MGE-Net: Task-oriented Point Cloud Sampling based on Multi-scale Geometry Estimation

Proceedings of the 2024 27th International Conference on Computer Supported Cooperative Work in Design, CSCWD 2024
2024 | Conference paper
EID:

2-s2.0-85199073474

Part of ISBN: 9798350349184
Contributors: Zeng, W.; Li, Y.; Chen, R.; Xiang, R.; Wang, Y.; Gu, J.
Source: Self-asserted source
Jinghang Gu via Scopus - Elsevier

Multi-layer Sequence Labeling-based Joint Biomedical Event Extraction

arXiv
2024 | Other
EID:

2-s2.0-85202360200

Part of ISSN: 23318422
Contributors: Chen, G.; Wu, P.; Gu, J.; Qian, L.; Zhou, G.
Source: Self-asserted source
Jinghang Gu via Scopus - Elsevier

Multi-layer Sequence Labeling-based Joint Biomedical Event Extraction

arXiv preprint arXiv:2408.05545
2024 | Journal article
Contributors: Chen, Gongchi; Wu, Pengchao; Gu, Jinghang; Qian, Longhua; Zhou, Guodong
Source: Self-asserted source
Jinghang Gu

PEMRC: A Positive Enhanced Machine Reading Comprehension Method for Few-Shot Named Entity Recognition in Biomedical Domain

Communications in Computer and Information Science
2024 | Conference paper
EID:

2-s2.0-85186730787

Part of ISBN: 9789819998630
Part of ISSN: 18650937 18650929
Contributors: Dong, Y.; Li, D.; Gu, J.; Qian, L.; Zhou, G.
Source: Self-asserted source
Jinghang Gu via Scopus - Elsevier

Pipelined biomedical event extraction rivaling joint learning

Methods
2024 | Journal article
EID:

2-s2.0-85189932962

Part of ISSN: 10959130 10462023
Contributors: Wu, P.; Li, X.; Gu, J.; Qian, L.; Zhou, G.
Source: Self-asserted source
Jinghang Gu via Scopus - Elsevier

Pipelined Biomedical Event Extraction Rivaling Joint Learning

arXiv
2024 | Other
EID:

2-s2.0-85189050632

Part of ISSN: 23318422
Contributors: Wu, P.; Li, X.; Gu, J.; Qian, L.; Zhou, G.
Source: Self-asserted source
Jinghang Gu via Scopus - Elsevier

PolyuCBS at SMM4H 2024: LLM-based Medical Disorder and Adverse Drug Event Detection with Low-rank Adaptation

Proceedings of The 9th Social Media Mining for Health Research and Applications (SMM4H 2024) Workshop and Shared Tasks
2024 | Conference paper
Contributors: Yu, Zhai; Bao, Xiaoyi; Chersoni, Emmanuele; Portelli, Beatrice; Lee, Sophia; Gu, Jinghang; Huang, Chu-Ren
Source: Self-asserted source
Jinghang Gu

Employing Glyphic Information for Chinese Event Extraction with Vision-Language Model

Findings of the Association for Computational Linguistics: EMNLP 2024
2024-11 | Conference paper
URI:

https://aclanthology.org/2024.findings-emnlp.58

Contributors: Bao, Xiaoyi and Gu, Jinghang and Wang, Zhongqing and Qiang, Minjie and Huang, Chu-Ren; Al-Onaizan, Yaser and Bansal, Mohit and Chen, Yun-Nung
Source: Self-asserted source
Jinghang Gu
grade
Preferred source (of 2)‎

Effectiveness of ChatGPT in Korean Grammatical Error Correction

Proceedings of the 37th Pacific Asia Conference on Language, Information and Computation
2023 | Conference paper
Contributors: Maeng, Junghwan; Gu, Jinghang; Kim, Sun-A
Source: Self-asserted source
Jinghang Gu

Identifying ESG Impact with Key Information

Proceedings of the Sixth Workshop on Financial Technology and Natural Language Processing
2023 | Conference paper
Contributors: Qiu, Le; Peng, Bo; Gu, Jinghang; Hsu, Yu-Yin; Chersoni, Emmanuele
Source: Self-asserted source
Jinghang Gu

Joint learning-based causal relation extraction from biomedical literature

Journal of Biomedical Informatics
2023-03 | Journal article | Author
Part of ISSN: 1532-0464
Contributors: Dongling Li; Pengchao Wu; Yuehu Dong; Jinghang Gu; Longhua Qian; Guodong Zhou
Source: Self-asserted source
Jinghang Gu
grade
Preferred source (of 3)‎

Haplology in news headlines in Mainland and Taiwan Mandarin: a study based on a large-scale corpus

TCSOL Studies
2022 | Journal article
Contributors: Dong, Sicong; Gu, Jinghang; Huang, Chu-Ren
Source: Self-asserted source
Jinghang Gu

Inclusion in CSR Reports: The Lens from a Data-driven Machine Learning Model

Proceedings of the First Computing Social Responsibility Workshop within the 13th Language Resources and Evaluation Conference
2022 | Conference paper
Contributors: Lu, Lu; Gu, Jinghang; Huang, Chu-Ren
Source: Self-asserted source
Jinghang Gu

Joint Learning-based Causal Relation Extraction from Biomedical Literature

arXiv
2022 | Other
EID:

2-s2.0-85136110315

Part of ISSN: 23318422
Contributors: Li, D.; Wu, P.; Dong, Y.; Gu, J.; Qian, L.; Zhou, G.
Source: Self-asserted source
Jinghang Gu via Scopus - Elsevier

Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations

arXiv
2022 | Other
EID:

2-s2.0-85134689399

Part of ISSN: 23318422
Contributors: Chen, Q.; Allot, A.; Leaman, R.; Islamaj, R.; Du, J.; Fang, L.; Wang, K.; Xu, S.; Zhang, Y.; Bagherzadeh, P. et al.
Source: Self-asserted source
Jinghang Gu via Scopus - Elsevier

LitCovid ensemble learning for COVID-19 multi-label classification

Database
2022-11-25 | Journal article
Part of ISSN: 1758-0463
Contributors: Jinghang Gu; Emmanuele Chersoni; Xing Wang; Chu-Ren Huang; Longhua Qian; Guodong Zhou
Source: Self-asserted source
Jinghang Gu
grade
Preferred source (of 2)‎

Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations

Database
2022-08-31 | Journal article
Part of ISSN: 1758-0463
Contributors: Qingyu Chen; Alexis Allot; Robert Leaman; Rezarta Islamaj; Jingcheng Du; Li FANG; Kai Wang; Shuo Xu; Yuefu Zhang; Parsa Bagherzadeh et al.
Source: Self-asserted source
Jinghang Gu
grade
Preferred source (of 2)‎

Multi-probe attention neural network for COVID-19 semantic indexing.

BMC bioinformatics
2022-06-29 | Journal article
Contributors: Gu J; Xiang R; Wang X; Li J; Li W; Qian L; Zhou G; Huang CR
Source: Self-asserted source
Jinghang Gu
grade
Preferred source (of 2)‎

PolyU CBS-Comp at SemEval-2021 Task 1: Lexical Complexity Prediction (LCP)

SemEval 2021 - 15th International Workshop on Semantic Evaluation, Proceedings of the Workshop
2021 | Conference paper
EID:

2-s2.0-85138858025

Contributors: Xiang, R.; Gu, J.; Chersoni, E.; Li, W.; Lu, Q.; Huang, C.-R.
Source: Self-asserted source
Jinghang Gu via Scopus - Elsevier

Team polyU-CBSNLP at BioCreative-VII LitCovid Track: ensemble learning for COVID-19 multilabel classification

2021 | Journal article
Contributors: Gu, Jinghang; Wang, Xing; Chersoni, Emmanuele; Huang, Chu-Ren; others
Source: Self-asserted source
Jinghang Gu

Affective awareness in neural sentiment analysis

Knowledge-Based Systems
2021-08 | Journal article
Part of ISSN: 0950-7051
Contributors: Rong XIANG; Jing Li; Mingyu Wan; Jinghang Gu; Qin Lu; Wenjie Li; Huang, Chu-Ren
Source: Self-asserted source
Jinghang Gu
grade
Preferred source (of 2)‎

Extraction of causal relations based on SBEL and BERT model

Database
2021-02-18 | Journal article
Part of ISSN: 1758-0463
Contributors: Yifan Shao; Haoru Li; Jinghang Gu; Longhua Qian; Guodong Zhou
Source: Self-asserted source
Jinghang Gu
grade
Preferred source (of 2)‎

Affection driven neural networks for sentiment analysis

LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings
2020 | Conference paper
EID:

2-s2.0-85096575813

Contributors: Xiang, R.; Long, Y.; Wan, M.; Gu, J.; Lu, Q.; Huang, C.-R.
Source: Self-asserted source
Jinghang Gu via Scopus - Elsevier

Extreme Multilabel Classification on Covid19 Literature with MeSH Semantic Indexing

Contagious Words/Epidemic Behaviours: Language Big Data Approaches to COVID-19
2020 | Conference paper
Contributors: Xiang, Rong; Gu, Jinghang; Wang, Xing; Lu, Qin; Qian, Longhua; Zhou, Guodong; Huang, Chu-ren
Source: Self-asserted source
Jinghang Gu

Chemical-induced disease relation extraction via attention-based distant supervision

BMC Bioinformatics
2019-12 | Journal article | Author
Part of ISSN: 1471-2105
Contributors: Jinghang Gu; Fuqing Sun; Longhua Qian; Guodong Zhou
Source: Self-asserted source
Jinghang Gu
grade
Preferred source (of 3)‎

Chemical-induced disease relation extraction via convolutional neural network

Database
2017-01-01 | Journal article
Part of ISSN: 1758-0463
Contributors: Jinghang Gu; Fuqing Sun; Longhua Qian; Guodong Zhou
Source: Self-asserted source
Jinghang Gu
grade
Preferred source (of 2)‎

Chemical-induced disease relation extraction with various linguistic features

Database
2016 | Journal article
Part of ISSN: 1758-0463
Contributors: Jinghang Gu; Longhua Qian; Guodong Zhou
Source: Self-asserted source
Jinghang Gu
grade
Preferred source (of 2)‎

Chemical-induced disease relation extraction with lexical features

Proceedings of the fifth BioCreative Challenge Evaluation Workshop. BioCreative Organizing Committee. Sevilla, Spain
2015 | Conference paper
Contributors: Gu, Jinghang; Qian, Longhua; Zhou, Guodong
Source: Self-asserted source
Jinghang Gu

Chinese cross document co-reference resolution based on SVM classification and semantics

計算機應用
2013 | Journal article
Contributors: Zhao, Z.; Gu, J.; Hu, Y.; Qian, L.; Zhou, G.
Source: Self-asserted source
Jinghang Gu

Chinese cross-document co-reference resolution based on SVM classification and semantics

Journal of Computer Application
2013 | Journal article
Contributors: Zhiwei Zhao; Jinghang Gu; Ya'nan Hu; Longhua Qian; Guodong Zhou
Source: Self-asserted source
Jinghang Gu

Research on building family networks based on bootstrapping and coreference resolution

Communications in Computer and Information Science
2013 | Conference paper
EID:

2-s2.0-84901486133

Part of ISBN: 9783642416439
Part of ISSN: 18650929
Contributors: Gu, J.; Hu, Y.; Qian, L.; Zhu, Q.
Source: Self-asserted source
Jinghang Gu via Scopus - Elsevier

Research on building family networks based on bootstrapping and coreference resolution

Natural Language Processing and Chinese Computing: Second CCF Conference, NLPCC 2013, Chongqing, China, November 15-19, 2013, Proceedings 2
2013 | Conference paper
Contributors: Gu, Jinghang; Hu, Ya’nan; Qian, Longhua; Zhu, Qiaoming
Source: Self-asserted source
Jinghang Gu

基于支持向量机分类和语义信息的中文跨文本指代消解

计算机应用
2013 | Journal article
Contributors: 赵知纬; 顾静航; 胡亚楠; 钱龙华; 周国栋
Source: Self-asserted source
Jinghang Gu

Research on tree kernel-based personal relation extraction

Communications in Computer and Information Science
2012 | Conference paper
EID:

2-s2.0-84869208646

Part of ISBN: 9783642344558
Part of ISSN: 18650929
Contributors: Peng, C.; Gu, J.; Qian, L.
Source: Self-asserted source
Jinghang Gu via Scopus - Elsevier