Search Results for author: Miaofeng Liu

Found 3 papers, 1 papers with code

Reinforced Training Data Selection for Domain Adaptation

1 code implementation ACL 2019 Miaofeng Liu, Yan Song, Hongbin Zou, Tong Zhang

Supervised models suffer from the problem of domain shifting where distribution mismatch in the data across domains greatly affect model performance.

Dependency Parsing Domain Adaptation +2

DOMAIN ADAPTATION VIA DISTRIBUTION AND REPRESENTATION MATCHING: A CASE STUDY ON TRAINING DATA SELECTION VIA REINFORCEMENT LEARNING

no code implementations27 Sep 2018 Miaofeng Liu, Yan Song, Hongbin Zou, Tong Zhang

Following the TDS methodology, in this paper, we propose a general data selection framework with representation learning and distribution matching simultaneously for domain adaptation on neural models.

Dependency Parsing Domain Adaptation +4

Domain Adaptation for Disease Phrase Matching with Adversarial Networks

no code implementations WS 2018 Miaofeng Liu, Jialong Han, Haisong Zhang, Yan Song

With the development of medical information management, numerous medical data are being classified, indexed, and searched in various systems.

Domain Adaptation Entity Linking +2

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