1 code implementation • 7 Nov 2023 • Muntabir Hasan Choudhury, Lamia Salsabil, William A. Ingram, Edward A. Fox, Jian Wu
To overcome the challenge of imbalanced labeled samples, we augmented data for minority categories and employed a hierarchical classifier.
no code implementations • 6 Nov 2023 • Sareh Ahmadi, Edward A. Fox
We describe an AI-powered chatbot to aid with health improvement by generating Episodic Future Thinking (EFT) cue texts that should reduce delay discounting.
1 code implementation • 30 Mar 2023 • Muntabir Hasan Choudhury, Lamia Salsabil, Himarsha R. Jayanetti, Jian Wu, William A. Ingram, Edward A. Fox
Metadata quality is crucial for digital objects to be discovered through digital library interfaces.
2 code implementations • 1 Jul 2021 • Muntabir Hasan Choudhury, Himarsha R. Jayanetti, Jian Wu, William A. Ingram, Edward A. Fox
Our experiments show that CRF with visual features outperformed both a heuristic and a CRF model with only text-based features.
Ranked #1 on Key Information Extraction on ETD500
Key Information Extraction Optical Character Recognition (OCR)
1 code implementation • 23 Jun 2021 • Sampanna Yashwant Kahu, William A. Ingram, Edward A. Fox, Jian Wu
To the best of our knowledge, ScanBank is the first manually annotated dataset for figure and table extraction for scanned ETDs.
1 code implementation • 22 Dec 2020 • Amirsina Torfi, Edward A. Fox, Chandan K. Reddy
Deep learning models have demonstrated superior performance in several application problems, such as image classification and speech processing.
1 code implementation • 7 Oct 2020 • Amirsina Torfi, Mohammadreza Beyki, Edward A. Fox
Generative Adversarial Networks (GANs) can accurately model complex multi-dimensional data and generate realistic samples.
no code implementations • 9 Sep 2020 • Saurabh Chakravarty, Satvik Chekuri, Maanav Mehrotra, Edward A. Fox
We hypothesize that a legal deposition consists of various aspects that are discussed as part of the deponent testimony.
1 code implementation • 2 Mar 2020 • Amirsina Torfi, Rouzbeh A. Shirvani, Yaser Keneshloo, Nader Tavaf, Edward A. Fox
Natural Language Processing (NLP) helps empower intelligent machines by enhancing a better understanding of the human language for linguistic-based human-computer communication.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +1
1 code implementation • 25 Jan 2020 • Amirsina Torfi, Edward A. Fox
To demonstrate the model fidelity, we show that CorGAN generates synthetic data with performance similar to that of real data in various Machine Learning settings such as classification and prediction.
Ranked #1 on Synthetic Data Generation on UCI Epileptic Seizure Recognition (using extra training data)
1 code implementation • 26 Nov 2018 • Liuqing Li, Ziqian Song, Xuan Zhang, Edward A. Fox
To aid a variety of research studies, we propose TWIROLE, a hybrid model for role-related user classification on Twitter, which detects male-related, female-related, and brand-related (i. e., organization or institution) users.
Social and Information Networks