5 citations · 6 across the 2 of their papers we have counts for
4 papers
Machine Learning for Multimodal Electronic Health Records-based Research: Challenges and Perspectives
Ziyi Liu, Jiaqi Zhang, Yongshuai Hou +3
Background: Electronic Health Records (EHRs) contain rich information of patients' health history, which usually include both structured and unstructured data. There have been many…
Lingxi: A Diversity-aware Chinese Modern Poetry Generation System
Xinran Zhang, Maosong Sun, Jiafeng Liu +1
Poetry generation has been a difficult task in natural language processing. Unlike plain neural text generation tasks, poetry has a high requirement for novelty, since an easily-un…
Optimal Embedding Calibration for Symbolic Music Similarity
Xinran Zhang, Maosong Sun, Jiafeng Liu +1
In natural language processing (NLP), the semantic similarity task requires large-scale, high-quality human-annotated labels for fine-tuning or evaluation. By contrast, in cases of…
Improving Diversity of Neural Text Generation via Inverse Probability Weighting
Xinran Zhang, Maosong Sun, Jiafeng Liu +1
The neural text generation suffers from the text degeneration issue such as repetition. Traditional stochastic sampling methods only focus on truncating the unreliable "tail" of th…