Qianqian Xie

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Sophia AnaniadouProfessor, Computer Science, Manchester University, National Centre for Text MiningVerified email at manchester.ac.uk
Jimin HuangThe Fin AIVerified email at thefin.ai
Hua WangProfessor, Victoria UniversityVerified email at vu.edu.au
Zheheng LuoNaCTeM, University of ManchesterVerified email at postgrad.manchester.ac.uk
Yanchun ZhangZhejiang Normal University，Victoria UniversityVerified email at vu.edu.au
Prayag TiwariHalmstad University, SwedenVerified email at hh.se
Benyou WangAssistant Professor, The Chinese University of Hong Kong, ShenzhenVerified email at cuhk.edu.cn
Gang HuYunnan UniversityVerified email at ynu.edu.cn
Kailai YangUniversity of ManchesterVerified email at postgrad.manchester.ac.uk
Tianlin ZhangThe University of Manchester, National Centre for Text MiningVerified email at postgrad.manchester.ac.uk
Pan DuThomson Reuters LabsVerified email at acm.org
Jian-Yun Nieuniversity of montrealVerified email at iro.umontreal.ca
Shaoxiong JiUniversity of HelsinkiVerified email at helsinki.fi
Alejandro Lopez-LiraAssistant Professor of Finance, University of FloridaVerified email at warrington.ufl.edu
Yifan PengAssistant Professor at Weill Cornell MedicineVerified email at med.cornell.edu
Chenhan YuanUniversity of ManchesterVerified email at manchester.ac.uk
Xiuzhen (Jenny) ZhangProfessor of Data Science, RMIT University, AustraliaVerified email at rmit.edu.au
Jie FuHong Kong University of Science and Technology (HKUST)Verified email at lisa.iro.umontreal.ca
Jiahuan PeiResearcher at CWIVerified email at cwi.nl
Zhao LiMcWilliams School of Biomedical Informatics, University of Texas Health Science Center at HoustonVerified email at uth.tmc.edu

Qianqian Xie

Yale University

Verified email at yale.edu

NLP Biomedical NLP Text Summarization Topic Modeling


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Chatgpt as a factual inconsistency evaluator for abstractive text summarization Z Luo, Q Xie, S Ananiadou arXiv preprint arXiv:2303.15621, 2023	93	2023
Pre-trained language models in biomedical domain: A systematic survey B Wang, Q Xie, J Pei, P Tiwari, Z Li Accepted by ACM computing survey, 2021	88	2021
Incorporating word embeddings into topic modeling of short text W Gao, M Peng, H Wang, Y Zhang, Q Xie, G Tian Knowledge and Information Systems 61, 1123-1145, 2019	81	2019
On the evaluations of chatgpt and emotion-enhanced prompting for mental health analysis K Yang, S Ji, T Zhang, Q Xie, S Ananiadou arXiv preprint arXiv:2304.03347, 2023	65*	2023
Pre-trained language models with domain knowledge for biomedical extractive summarization Q Xie, JA Bishop, P Tiwari, S Ananiadou Knowledge-Based Systems 252, 109460, 2022	53	2022
Neural sparse topical coding M Peng, Q Xie, Y Zhang, H Wang, XJ Zhang, J Huang, G Tian Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018	44	2018
Pixiu: A large language model, instruction data and evaluation benchmark for finance Q Xie, W Han, X Zhang, Y Lai, M Peng, A Lopez-Lira, J Huang arXiv preprint arXiv:2306.05443, 2023	43	2023
Zero-shot temporal relation extraction with chatgpt C Yuan, Q Xie, S Ananiadou BioNLP@ACL 2023, 2023	36	2023
Bayesian sparse topical coding M Peng, Q Xie, H Wang, Y Zhang, G Tian IEEE Transactions on Knowledge and Data Engineering 31 (6), 1080-1093, 2018	36	2018
Generation of topic evolution graphs from short text streams W Gao, M Peng, H Wang, Y Zhang, W Han, G Hu, Q Xie Neurocomputing 383, 282-294, 2020	35	2020
The wall street neophyte: A zero-shot analysis of chatgpt over multimodal stock movement prediction challenges Q Xie, W Han, Y Lai, M Peng, J Huang arXiv preprint arXiv:2304.05351, 2023	29	2023
Readability Controllable Biomedical Document Summarization Z Luo, Q Xie, S Ananiadou Findings of the Association for Computational Linguistics: EMNLP 2022, 4667–4680, 2022	29	2022
Graph topic neural network for document representation Q Xie, J Huang, P Du, M Peng, JY Nie Proceedings of the Web Conference 2021, 3055-3065, 2021	25	2021
Graph neural collaborative topic model for citation recommendation Q Xie, Y Zhu, J Huang, P Du, JY Nie ACM Transactions on Information Systems (TOIS) 40 (3), 1-30, 2021	24	2021
Inductive topic variational graph auto-encoder for text classification Q Xie, J Huang, P Du, M Peng, JY Nie proceedings of the 2021 conference of the North American chapter of the …, 2021	24	2021
Gretel: Graph contrastive topic enhanced language model for long document extractive summarization Q Xie, J Huang, T Saha, S Ananiadou COLING 2022, 2022	22	2022
Neural variational sparse topic model for sparse explainable text representation Q Xie, P Tiwari, D Gupta, J Huang, M Peng Information Processing & Management 58 (5), 102614, 2021	21	2021
Faithful AI in Medicine: A Systematic Review with Large Language Models and Beyond Q Xie, EJ Schenck, HS Yang, Y Chen, Y Peng, F Wang medRxiv, 2023.04. 18.23288752, 2023	20*	2023
GenCompareSum: a hybrid unsupervised summarization method using salience J Bishop, Q Xie, S Ananiadou Proceedings of the 21st workshop on biomedical language processing, 220-240, 2022	19	2022
Mentalllama: Interpretable mental health analysis on social media with large language models K Yang, T Zhang, Z Kuang, Q Xie, S Ananiadou arXiv preprint arXiv:2309.13567, 2023	18	2023

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