Huaping Zhang

Research output

Research output per year 2004 2020 2022 2023 2024

• 28 Conference contribution
• 23 Article
• 1 Conference article
• 1 Review article

Research output per year

Research output per year

Search results

• 2024

  Continual Domain Adaption for Neural Machine Translation

  Yang, M., Zhang, H., Yu, C. & Geng, G., 2024, Neural Information Processing - 30th International Conference, ICONIP 2023, Proceedings. Luo, B., Cheng, L., Wu, Z.-G., Li, H. & Li, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 427-439 13 p. (Communications in Computer and Information Science; vol. 1965 CCIS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Machine Translation 100%
  • Marginal Loss 50%
  • Negative Impact 25%
  • Domain Adaptation 25%
  • Training Objective 25%
• 2023

  Impact of COVID-19 on Predicting 2020 US Presidential Elections on Social Media

  Khan, A., Zhang, H., Boudjellal, N., Hayat, B., Dai, L., Ahmad, A. & Al-Hamed, A., 2023, Proceedings of International Conference on Information Technology and Applications - ICITA 2022. Anwar, S., Ullah, A., Rocha, Á. & Sousa, M. J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 163-173 11 p. (Lecture Notes in Networks and Systems; vol. 614 LNNS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Presidential Election 100%
  • COVID-19 100%
  • USA 100%
  • Physical Contact 100%
  • Election Result 100%

• LocBERT: Improving Social Media User Location Prediction Using Fine-Tuned BERT

  Khan, A., Zhang, H., Boudjellal, N., Ahmad, A. & Khan, M., 2023, Database and Expert Systems Applications - DEXA 2023 Workshops - 34th International Conference, DEXA 2023, Proceedings. Kotsis, G., Khalil, I., Mashkoor, A., Sametinger, J., Tjoa, A. M., Moser, B. & Khan, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 23-32 10 p. (Communications in Computer and Information Science; vol. 1872 CCIS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Social Medium Platform 100%
  • Bidirectional Encoder Representations From Transformers 100%
  • Social Medium User 100%
  • Machine Learning 50%
  • Support Vector Machine 50%

• PsyAttention: Psychological Attention Model for Personality Detection

  Zhang, B., Huang, Y., Cui, W., Zhang, H. & Shang, J., 2023, Findings of the Association for Computational Linguistics: EMNLP 2023. Association for Computational Linguistics (ACL), p. 3398-3411 14 p. (Findings of the Association for Computational Linguistics: EMNLP 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Average Accuracy 100%
• 2022

  A Comparative Study Between Rule-Based and Transformer-Based Election Prediction Approaches: 2020 US Presidential Election as a Use Case

  Khan, A., Zhang, H., Boudjellal, N., Dai, L., Ahmad, A., Shang, J. & Haindl, P., 2022, Database and Expert Systems Applications - DEXA 2022 Workshops - 33rd International Conference, DEXA 2022, Proceedings. Kotsis, G., Khalil, I., Mashkoor, A., Sametinger, J., Tjoa, A. M., Moser, B., Martinez-Gil, J., Sobieczky, F., Fischer, L., Ramler, R., Czech, G., Taudes, A. & Khan, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 32-43 12 p. (Communications in Computer and Information Science; vol. 1633 CCIS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Sentiment Analysis 100%
  • Predicted Result 75%
  • Deep Learning 25%
  • Learning Technique 25%
  • Election Campaign 25%
  1 Citation (Scopus)

• An Enhanced New Word Identification Approach Using Bilingual Alignment

  Yang, Z., Zhang, H., Shang, J. & Wushour, S., 2022, Natural Language Processing and Chinese Computing - 11th CCF International Conference, NLPCC 2022, Proceedings. Lu, W., Huang, S., Hong, Y. & Zhou, X. (eds.). Springer Science and Business Media Deutschland GmbH, p. 92-104 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13551 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• A novel explainable structure for text classification

  Chen, L., Li, Y., Zhang, H. & Wei, S., 2022, Proceedings - 2022 European Conference on Natural Language Processing and Information Retrieval, ECNLPIR 2022. Institute of Electrical and Electronics Engineers Inc., p. 92-95 4 p. (Proceedings - 2022 European Conference on Natural Language Processing and Information Retrieval, ECNLPIR 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Deep Learning 100%

• Automatic Academic Paper Rating Based on Modularized Hierarchical Attention Network

  Kang, K., Zhang, H., Li, Y., Luo, X. & Wushour, S., 2022, Natural Language Processing and Chinese Computing - 11th CCF International Conference, NLPCC 2022, Proceedings. Lu, W., Huang, S., Hong, Y. & Zhou, X. (eds.). Springer Science and Business Media Deutschland GmbH, p. 669-681 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13551 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Attention Hierarchical Network 100%

• Interpretable sentiment analysis based on sentiment words' syntax information

  Zhao, Q., Zhang, H. & Shang, J., 2022, Proceedings - 2022 International Conference on Industrial Automation, Robotics and Control Engineering, IARCE 2022. Institute of Electrical and Electronics Engineers Inc., p. 80-85 6 p. (Proceedings - 2022 International Conference on Industrial Automation, Robotics and Control Engineering, IARCE 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Decision Making 100%
  • Black Box 100%
  2 Citations (Scopus)

• Research on Uyghur morphological segmentation based on long sequence labeling method

  Yan, R., Zhang, H., Silamu, W. & Hamdulla, A., 4 Aug 2022, SPML 2022 - Proceedings of 2022 5th International Conference on Signal Processing and Machine Learning. Association for Computing Machinery, p. 268-274 7 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Segmentation Task 100%
  • Segmentation Model 100%
  • Word Formation 100%
• 2020

  Cached Embedding with Random Selection: Optimization Technique to Improve Training Speed of Character-Aware Embedding

  Yang, Y., Zhang, H. P., Wu, L., Liu, X. & Zhang, Y., 2020, Intelligent Information and Database Systems - 12th Asian Conference, ACIIDS 2020, Proceedings. Nguyen, N. T., Trawinski, B., Jearanaitanakij, K., Chittayasothorn, S. & Selamat, A. (eds.). Springer, p. 51-62 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12033 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Optimization Technique 100%
  • Sentiment Analysis 100%
  • Text Classification 100%
  • Natural Language Processing 100%
  • Random Selection 100%

• Densely Connected Bidirectional LSTM with Max-Pooling of CNN Network for Text Classification

  Jiang, Q., Zhang, H., Shang, J., Wesson, I. & Li, E. N., 2020, Advanced Data Mining and Applications - 16th International Conference, ADMA 2020, Proceedings. Yang, X., Wang, C.-D., Islam, M. S. & Zhang, Z. (eds.). Springer Science and Business Media Deutschland GmbH, p. 98-113 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12447 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • State of the Art 100%
  • Natural Language Processing 100%
  • Memory Multiple 25%

• Dynamic Prototype Selection by Fusing Attention Mechanism for Few-Shot Relation Classification

  Wu, L., Zhang, H. P., Yang, Y., Liu, X. & Gao, K., 2020, Intelligent Information and Database Systems - 12th Asian Conference, ACIIDS 2020, Proceedings. Nguyen, N. T., Trawinski, B., Jearanaitanakij, K., Chittayasothorn, S. & Selamat, A. (eds.). Springer, p. 431-441 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12033 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Attention (Machine Learning) 100%
  • Self-Attention Mechanism 33%
  • Experimental Result 33%
  • Effective Method 33%
  • Classification Models 33%
  7 Citations (Scopus)

• Scene Text Recognition with Linear Constrained Rectification

  Wang, G., Zhang, H. P. & Yun Shang, J., Dec 2020, Proceedings - 2020 International Conference on Computational Science and Computational Intelligence, CSCI 2020. Institute of Electrical and Electronics Engineers Inc., p. 1568-1574 7 p. 9457941. (Proceedings - 2020 International Conference on Computational Science and Computational Intelligence, CSCI 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Evaluation Result 100%
  • Image Distortion 100%
  • Sharing Feature 100%
• 2019

  Point the Point: Uyghur Morphological Segmentation Using PointerNetwork with GRU

  Yang, Y., Li, S., Zhang, Y. & Zhang, H. P., 2019, Chinese Computational Linguistics - 18th China National Conference, CCL 2019, Proceedings. Sun, M., Liu, Y., Liu, Z., Huang, X. & Ji, H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 371-381 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11856 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Segmentation Task 100%
  5 Citations (Scopus)

• Text clustering on short message by using deep semantic representation

  Wu, S., Zhang, H., Xu, C. & Guo, T., 2019, Advances in Computer Communication and Computational Sciences - Proceedings of IC4S 2017. Bhatia, S. K., Tiwari, S., Mishra, K. K. & Trivedi, M. C. (eds.). Springer Verlag, p. 133-145 13 p. (Advances in Intelligent Systems and Computing; vol. 760).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Text Clustering 100%
  • Related Feature 33%
  3 Citations (Scopus)
• 2018

  Opinion Mining on Product Review Based on PM-LDA

  Wu, Z., Shang, J. & Zhang, H., 21 Sept 2018, 2018 1st Asian Conference on Affective Computing and Intelligent Interaction, ACII Asia 2018. Institute of Electrical and Electronics Engineers Inc., 8470390. (2018 1st Asian Conference on Affective Computing and Intelligent Interaction, ACII Asia 2018).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Max 100%
  • Feature Model 100%
  • Linear Discriminant Analysis 100%
  • Sentiment Analysis 100%

• Reading more efficiently: Multi-sentence summarization with a dual attention and copy-generator network

  Zhang, X., Zhang, H. P. & Zhao, L., 2018, PRICAI 2018: Trends in Artificial Intelligence - 15th Pacific Rim International Conference on Artificial Intelligence, Proceedings. Kang, B.-H. & Geng, X. (eds.). Springer Verlag, p. 811-823 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11012 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Generator Network 100%
  • Experimental Result 50%
  • Convolutional Neural Network 50%
  • Neural Network 50%
  • Baseline Model 50%
• 2017

  A convolutional neural network based sentiment classification and the convolutional kernel representation

  Gao, S., Zhang, H. & Gao, K., 2017, Natural Language Processing and Information Systems - 22nd International Conference on Applications of Natural Language to Information Systems, NLDB 2017, Proceedings. Frasincar, F., Ittoo, A., Metais, E. & Nguyen, L. M. (eds.). Springer Verlag, p. 287-291 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10260 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Convolutional Neural Network 100%
  • Sentiment Classification 100%
  • Experimental Result 50%
  • Sentiment Analysis 50%
  • Word Embedding 50%
  1 Citation (Scopus)

• Local community detection using social relations and topic features in social networks

  Xu, C., Zhang, H., Lu, B. & Wu, S., 2017, Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data - 16th China National Conference, CCL 2017 and 5th International Symposium, NLP-NABD 2017, Proceedings. Sun, M., Chang, B., Wang, X. & Xiong, D. (eds.). Springer Verlag, p. 371-383 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10565 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Local Community 100%
  • Unweighted Network 25%
  1 Citation (Scopus)

• Research on user identification algorithm based on massive multi-site VPN log

  Lu, B., Zhang, H., Liu, B. & Zhao, Z., 2 Jul 2017, 2017 17th IEEE International Conference on Communication Technology, ICCT 2017. Institute of Electrical and Electronics Engineers Inc., p. 1372-1381 10 p. (International Conference on Communication Technology Proceedings, ICCT; vol. 2017-October).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Formal Description 100%
  • Internet Protocol 100%
  1 Citation (Scopus)

• Text understanding with a hybrid neural network based learning

  Gao, S., Zhang, H. & Gao, K., 2017, Data Science - 3rd International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2017, Proceedings. Han, Q., Zou, B., Peng, X., Lu, Z., Sun, G. & Jing, W. (eds.). Springer Verlag, p. 115-125 11 p. (Communications in Computer and Information Science; vol. 728).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Level Summarization 100%
  1 Citation (Scopus)
• 2016

  Measuring emotion bifurcation points for individuals in social media

  Zhou, J., Zhao, Y., Zhang, H. & Wang, T., 7 Mar 2016, Proceedings of the 49th Annual Hawaii International Conference on System Sciences, HICSS 2016. Sprague, R. H. & Bui, T. X. (eds.). IEEE Computer Society, p. 1949-1958 10 p. 7427427. (Proceedings of the Annual Hawaii International Conference on System Sciences; vol. 2016-March).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Measuring Emotion 100%
  • Bifurcation Point 100%
  • Emotion Perception 100%
  • Emotion Expression 66%
  • Systems Theory 33%
  7 Citations (Scopus)

• News abridgement algorithm based on word alignment and syntactic parsing

  Yu, M., Zhang, H., Zhang, Y., Qiao, Y., Zhao, Z. & He, Y., 2016, Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data - 15th China National Conference, CCL 2016 and 4th International Symposium, NLP-NABD 2016, Proceedings. Sun, M., Liu, Z., Liu, Y., Lin, H. & Huang, X. (eds.). Springer Verlag, p. 313-323 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10035 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Experimental Result 100%
  • Rapid Development 100%
  • Parsing 100%
  • Syntactics 100%
  • Portable Device 100%

• Sina-weibo spammer detection with GBDT

  Qiao, Y., Zhang, H., Yu, M. & Zhang, Y., 2016, Social Media Processing - 5th National Conference, SMP 2016, Proceedings. Lin, H., Li, Y., Xiang, G. & Wang, M. (eds.). Springer Verlag, p. 220-232 13 p. (Communications in Computer and Information Science; vol. 669).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • spam 100%
  • Security Mechanism 50%
  • Microblogging 50%
  3 Citations (Scopus)
• 2014

  From post to values: Mining schwartz values of individuals from social media

  Sun, M., Zhang, H., Zhao, Y. & Shang, J., 2014, Social Media Processing - 3rd National Conference, SMP 2014, Proceedings. Tang, J., Liu, T., Huang, H. & Zhang, H.-P. (eds.). Springer Verlag, p. 206-219 14 p. (Communications in Computer and Information Science; vol. 489).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Social Media 100%
  • Feature Vector 66%
  • Feature Extraction 33%
  • Text Categorization 33%
  • Social Science Research 33%
  4 Citations (Scopus)
• 2011

  Meteorological bulletin automatic generation based on spatio-temporal reasoning

  Zhang, H. P., Wu, H. P., Gao, J., Zhao, Y. P. & Lv, Z. L., 2011, Proceedings of 2011 International Conference on Machine Learning and Cybernetics, ICMLC 2011. p. 1927-1931 5 p. 6016952. (Proceedings - International Conference on Machine Learning and Cybernetics; vol. 4).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Automatic Generation 100%
  • Meteorological Data 100%
• 2010

  Structured Poi data extraction from internet news

  Zhang, H. P., 2010, 2010 4th International Universal Communication Symposium, IUCS 2010 - Proceedings. p. 116-122 7 p. 5666648. (2010 4th International Universal Communication Symposium, IUCS 2010 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Geographic Information System Application 100%
  4 Citations (Scopus)