Search Results for author: Yuxi Sun

Found 3 papers, 2 papers with code

Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction

1 code implementation22 Apr 2024 Zheye Deng, Chunkit Chan, Weiqi Wang, Yuxi Sun, Wei Fan, Tianshi Zheng, Yauwai Yim, Yangqiu Song

The task of condensing large chunks of textual information into concise and structured tables has gained attention recently due to the emergence of Large Language Models (LLMs) and their potential benefit for downstream tasks, such as text summarization and text mining.

Text Summarization

Electrical Behavior Association Mining for Household ShortTerm Energy Consumption Forecasting

no code implementations26 Jan 2024 Heyang Yu, Yuxi Sun, Yintao Liu, Guangchao Geng, Quanyuan Jiang

Accurate household short-term energy consumption forecasting (STECF) is crucial for home energy management, but it is technically challenging, due to highly random behaviors of individual residential users.

energy management Management

Clinical Assistant Diagnosis for Electronic Medical Record Based on Convolutional Neural Network

1 code implementation23 Apr 2018 Zhongliang Yang, Yongfeng Huang, Yiran Jiang, Yuxi Sun, Yu-Jin Zhan, Pengcheng Luo

Automatically extracting useful information from electronic medical records along with conducting disease diagnoses is a promising task for both clinical decision support(CDS) and neural language processing(NLP).

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