Search Results for author: Tianyu Jiang

Found 7 papers, 3 papers with code

Affective Event Classification with Discourse-enhanced Self-training

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.

Classification General Classification

DONNAv2 -- Lightweight Neural Architecture Search for Vision tasks

no code implementations26 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.

Image Denoising Knowledge Distillation +4

Classifying Organizations for Food System Ontologies using Natural Language Processing

no code implementations19 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.

Classification Knowledge Graphs

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.

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.

Clustering graph construction +1

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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