1 code implementation • 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.
no code implementations • 26 Sep 2023 • Sweta Priyadarshi, Tianyu Jiang, Hsin-Pai Cheng, Sendil Krishna, Viswanath Ganapathy, Chirag Patel
Here, we have developed an elegant approach to eliminate building the accuracy predictor and extend DONNA to a computationally efficient setting.
no code implementations • 19 Sep 2023 • Tianyu Jiang, Sonia Vinogradova, Nathan Stringham, E. Louise Earl, Allan D. Hollander, Patrick R. Huber, Ellen Riloff, R. Sandra Schillo, Giorgio A. Ubbiali, Matthew Lange
Our research explores the use of natural language processing (NLP) methods to automatically classify entities for the purpose of knowledge graph population and integration with food system ontologies.
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.
no code implementations • 29 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.
1 code implementation • EACL 2021 • Tianyu Jiang, Ellen Riloff
Frame identification is one of the key challenges for frame-semantic parsing.
no code implementations • ACL 2018 • Tianyu Jiang, Ellen Riloff
People go to different places to engage in activities that reflect their goals.