Search Results for author: Huibin Ruan

Found 4 papers, 1 papers with code

Using a Penalty-based Loss Re-estimation Method to Improve Implicit Discourse Relation Classification

no code implementations • COLING 2020 • Xiao Li, Yu Hong, Huibin Ruan, Zhen Huang

We tackle implicit discourse relation classification, a task of automatically determining semantic relationships between arguments.

Implicit Discourse Relation Classification Relation

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Interactively-Propagative Attention Learning for Implicit Discourse Relation Recognition

no code implementations • COLING 2020 • Huibin Ruan, Yu Hong, Yang Xu, Zhen Huang, Guodong Zhou, Min Zhang

We tackle implicit discourse relation recognition.

Relation Representation Learning

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Using active learning to expand training data for implicit discourse relation recognition

1 code implementation • EMNLP 2018 • Yang Xu, Yu Hong, Huibin Ruan, Jianmin Yao, Min Zhang, Guodong Zhou

We tackle discourse-level relation recognition, a problem of determining semantic relations between text spans.

Active Learning Relation +1

4

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Incorporating Image Matching Into Knowledge Acquisition for Event-Oriented Relation Recognition

no code implementations • COLING 2018 • Yu Hong, Yang Xu, Huibin Ruan, Bowei Zou, Jianmin Yao, Guodong Zhou

In particular, we incorporate image processing into the acquisition of similar event instances, including the utilization of images for visually representing event scenes, and the use of the neural network based image matching for approximate calculation between events.

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