Vector Learning for Cross Domain Representations

no code implementations • 27 Sep 2018 • Shagan Sah, Chi Zhang, Thang Nguyen, Dheeraj Kumar Peri, Ameya Shringi, Raymond Ptucha

We leverage a sequence-to-sequence model to generate synthetic captions that have the same meaning for having a robust image generation.

Image Captioning Image Generation +2

Semantic Sentence Embeddings for Paraphrasing and Text Summarization

no code implementations • 26 Sep 2018 • Chi Zhang, Shagan Sah, Thang Nguyen, Dheeraj Peri, Alexander Loui, Carl Salvaggio, Raymond Ptucha

This paper introduces a sentence to vector encoding framework suitable for advanced natural language processing.

Sentence Sentence Embeddings +1

Batch-normalized Recurrent Highway Networks

1 code implementation • 26 Sep 2018 • Chi Zhang, Thang Nguyen, Shagan Sah, Raymond Ptucha, Alexander Loui, Carl Salvaggio

Gradient control plays an important role in feed-forward networks applied to various computer vision tasks.

Image Captioning

The University of Maryland CLPsych 2015 Shared Task System

no code implementations • WS 2015 • Philip Resnik, William Armstrong, Leonardo Claudino, Thang Nguyen

Topic Models

Beyond LDA: Exploring Supervised Topic Modeling for Depression-Related Language in Twitter

no code implementations • WS 2015 • Philip Resnik, William Armstrong, Leonardo Claudino, Thang Nguyen, Viet-An Nguyen, Jordan Boyd-Graber

Topic Models

Is Your Anchor Going Up or Down? Fast and Accurate Supervised Topic Models

no code implementations • HLT 2015 • Eric Ringger, Kevin Seppi, Jeffrey Lund, Jordan Boyd-Graber, Thang Nguyen

Sentiment Analysis Topic Models

Anchors Regularized: Adding Robustness and Extensibility to Scalable Topic-Modeling Algorithms

no code implementations • ACL 2014 • Thang Nguyen, Yuening Hu, Jordan Boyd-Graber

Domain Adaptation Machine Translation +1