Search Results for author: Tingting Cai

Found 3 papers, 1 papers with code

DoTAT: A Domain-oriented Text Annotation Tool

1 code implementation ACL 2022 Yupian Lin, Tong Ruan, Ming Liang, Tingting Cai, Wen Du, Yi Wang

Secondly, the tool provides annotation of events, nested event and nested entity, which are frequently required in domain-related text structuring tasks.

text annotation

Cost-Quality Adaptive Active Learning for Chinese Clinical Named Entity Recognition

no code implementations28 Aug 2020 Tingting Cai, Yangming Zhou, Hong Zheng

In this paper, we propose a Cost-Quality Adaptive Active Learning (CQAAL) approach for CNER in Chinese EHRs, which maintains a balance between the annotation quality, labeling costs, and the informativeness of selected instances.

Active Learning Informativeness +4

NE-LP: Normalized Entropy and Loss Prediction based Sampling for Active Learning in Chinese Word Segmentation on EHRs

no code implementations22 Aug 2019 Tingting Cai, Zhiyuan Ma, Hong Zheng, Yangming Zhou

Meanwhile, to minimize the computational cost of learning, we propose a joint model including a word segmenter and a loss prediction model.

Active Learning Chinese Word Segmentation

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