Giles, C. Lee

Overfitting and neural networks: conjugate gradient and backpropagation

Lawrence, S., & Giles, C. L. (2000) · Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks. IJCNN 2000. Neural Computing: New Challenges and Perspectives for the New Millennium

Neural Networks and ApplicationsStochastic Gradient Optimization Techniques

Cited by 491

Understanding the onset of hot streaks across artistic, cultural, and scientific careers

Liu, L., Dehmamy, N., Chown, J., Giles, C. L., & Wang, D. (2021) · Nature Communications

scientometrics and bibliometrics researchCreativity in Education and Neuroscience

Cited by 81

SciCap: Generating Captions for Scientific Figures

Hsu, T.-Y., Giles, C. L., & Huang, T.-H. (2021) · Findings of the Association for Computational Linguistics: EMNLP 2021

Multimodal Machine Learning ApplicationsTopic Modeling

Cited by 59

Distractor Generation with Generative Adversarial Nets for Automatically Creating Fill-in-the-blank Questions

Liang, C., Yang, X., Wham, D., Pursel, B., Passonneaur, R., & Giles, C. L. (2017) · Proceedings of the Knowledge Capture Conference

Topic ModelingNatural Language Processing Techniques

Cited by 23

SciCapenter: Supporting Caption Composition for Scientific Figures with Machine-Generated Captions and Ratings

Hsu, T.-Y., Huang, C.-Y., Huang, S.-H., Rossi, R., Kim, S., Yu, T., Giles, C. L., & Huang, T.-H. K. (2024) · Extended Abstracts of the CHI Conference on Human Factors in Computing Systems

Academic Writing and PublishingData Visualization and Analytics

Cited by 12

GPT-4 as an Effective Zero-Shot Evaluator for Scientific Figure Captions

Hsu, T.-Y., Huang, C.-Y., Rossi, R., Kim, S., Giles, C. L., & Huang, T.-H. K. (2023) · arXiv

Multimodal Machine Learning ApplicationsTopic Modeling

Cited by 8

GPT-4 as an Effective Zero-Shot Evaluator for Scientific Figure Captions

Hsu, T.-Y., Huang, C.-Y., Rossi, R., Kim, S., Giles, C., & Huang, T.-H. (2023) · Findings of the Association for Computational Linguistics: EMNLP 2023

Multimodal Machine Learning ApplicationsTopic Modeling

Cited by 8

Summaries as Captions: Generating Figure Captions for Scientific Documents with Automated Text Summarization

Huang, C.-Y., Hsu, T.-Y., Rossi, R., Nenkova, A., Kim, S., Chan, G. Y.-Y., Koh, E., Giles, C. L., & Huang, T.-H. '. (2023) · arXiv

Advanced Text Analysis TechniquesTopic Modeling

Cited by 0