A Label Extension Schema for Improved Text Emotion Classification

Research output

Research output per year 2021 2021 2022 2022

• 7 Journal Article (refereed)
• 2 Conference paper (refereed)

Research output per year

Research output per year

Search results

• 2022

  A label extension schema for improved text emotion classification

  LI, Z., LI, X., XIE, H., LI, Q. & TAO, X., 13 Apr 2022, Proceedings - 2021 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2021. HE, J., UNLAND, R., SANTOS, E., TAO, X., PUROHIT, H., HEUVEL, W.-J. V. D., YEARWOOD, J. & CAO, J. (eds.). New York: Association for Computing Machinery, p. 32-39 8 p. (ACM International Conference Proceeding Series).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • Classification Task 100%
  • Extension Method 100%
  • Classification 50%
  • Baseline Model 50%
  • Text Classification 50%
  3 Citations (Scopus)

• Context Reinforced Neural Topic Modeling over Short Texts

  FENG, J., ZHANG, Z., DING, C., RAO, Y., XIE, H. & WANG, F. L., Aug 2022, In: Information Sciences. 607, p. 79-91 13 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Simulation Mode 100%
  • Contexts 80%
  • Topic Modeling 40%
  • Benchmark 20%
  • Gaussian Mixture 20%
  11 Citations (Scopus)

• Cross-modal Attention Network with Orthogonal Latent Memory for Rumor Detection

  WU, Z., CHEN, J., YANG, Z., XIE, H., WANG, F. L. & LIU, W., Jan 2022, Web Information Systems Engineering – WISE 2021: 22nd International Conference on Web Information Systems Engineering, WISE 2021, Melbourne, VIC, Australia, October 26–29, 2021, Proceedings, Part I. ZHANG, W., ZOU, L., MAAMAR, Z. & CHEN, L. (eds.). 1 ed. Springer, Cham, p. 527-541 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13080 LNCS).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • Detection 100%
  • Real World 33%
  • Critical Information 33%
  • Extracted Feature 33%
  • Social Medium Data 33%
  2 Citations (Scopus)

• Leveraging statistical information in fine-grained financial sentiment analysis

  ZHANG, H., LI, Z., XIE, H., LAU, R. Y. K., CHENG, G., LI, Q. & ZHANG, D., Mar 2022, In: World Wide Web. 25, 2, p. 513-531 19 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Sentiment Analysis 100%
  • Feature Vector 42%
  • Simulation Mode 42%
  • Semantic Feature 28%
  • Financial Industry 28%
  14 Citations (Scopus)

• Parallel Dynamic Topic Modeling via Evolving Topic Adjustment and Term Weighting Scheme

  JIANG, H., LEI, Z., RAO, Y., XIE, H. & WANG, F. L., Mar 2022, In: Information Sciences. 585, p. 176-193 18 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Dirichlet Process 100%
  • Simulation Mode 42%
  • Parallelism 28%
  • Benchmark 14%
  • High Probability 14%
  3 Citations (Scopus)

• Thirty years of interactive learning environments : contributors, collaborations and research topics

  CHEN, X., ZOU, D., CHENG, G. & XIE, H., 2022, In: International Journal of Mobile Learning and Organisation. 16, 4, p. 447-474 28 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Research Topic 100%
  • Scientific Collaboration 100%
  • Field Research 50%
  • Response System 50%
  • Topic Modeling 50%
• 2021

  BGM-Net : Boundary-Guided Multiscale Network for Breast Lesion Segmentation in Ultrasound

  WU, Y., ZHANG, R., ZHU, L., WANG, W., WANG, S., XIE, H., CHENG, G., WANG, F. L., HE, X. & ZHANG, H., Jul 2021, In: Frontiers in Molecular Biosciences. 8, 698334.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  Open Access

  • Networks 100%
  • Ultrasound 80%
  • Ultrasound Image 60%
  • Lesions 60%
  • Lesion of Breast 60%
  10 Citations (Scopus)

• Hierarchical neural topic modeling with manifold regularization

  CHEN, Z., DING, C., RAO, Y., XIE, H., TAO, X., CHENG, G. & WANG, F. L., Nov 2021, In: World Wide Web. 24, 6, p. 2139-2160 22 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Simulation Mode 100%
  • Regularization 28%
  • Topic Modeling 28%
  • Real World 14%
  • Interpretability 14%
  8 Citations (Scopus)

• TACN: A Topical Adversarial Capsule Network for textual network embedding

  QIN, X., RAO, Y., XIE, H., WANG, J. & WANG, F. L., Dec 2021, In: Neural Networks. 144, p. 766-777 12 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Networks 100%
  • Embedding 50%
  • Simulation Mode 33%
  • Representation 22%
  • Domains 16%
  1 Citation (Scopus)