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

  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%
  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%
  4 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%
  1 Citation (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%
  3 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%
  1 Citation (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%