Search Results for author: Tianyu Jiang

Found 5 papers, 2 papers with code

Affective Event Classification with Discourse-enhanced Self-training

no code implementations EMNLP 2020 Yuan Zhuang, Tianyu Jiang, Ellen Riloff

First, we present a BERT-based model for affective event classification and show that the classifier achieves substantially better performance than a large affective event knowledge base.

Classification General Classification

Learning Prototypical Functions for Physical Artifacts

1 code implementation ACL 2021 Tianyu Jiang, Ellen Riloff

We use frames from FrameNet to represent a set of common functions for objects, and describe a manually annotated data set of physical objects labeled with their prototypical function.

Frame

Multiple Graph Learning for Scalable Multi-view Clustering

no code implementations29 Jun 2021 Tianyu Jiang, Quanxue Gao, Xinbo Gao

Specifically, we construct a hidden and tractable large graph by anchor graph for each view and well exploit complementary information embedded in anchor graphs of different views by tensor Schatten p-norm regularizer.

graph construction Graph Learning

Learning Prototypical Goal Activities for Locations

no code implementations ACL 2018 Tianyu Jiang, Ellen Riloff

People go to different places to engage in activities that reflect their goals.

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