52 citations · 145 across the 12 of their papers we have counts for
16 papers
Hierarchical Multi-Label Classification of Scientific Documents
Mobashir Sadat, Cornelia Caragea
Automatic topic classification has been studied extensively to assist managing and indexing scientific documents in a digital collection. With the large number of topics being avai…
DeepZensols: Deep Natural Language Processing Framework
Paul Landes, Barbara Di Eugenio, Cornelia Caragea
Reproducing results in publications by distributing publicly available source code is becoming ever more popular. Given the difficulty of reproducing machine learning (ML) experime…
Emotion analysis and detection during COVID-19
Tiberiu Sosea, Chau Pham, Alexander Tekle +2
Crises such as natural disasters, global pandemics, and social unrest continuously threaten our world and emotionally affect millions of people worldwide in distinct ways. Understa…
Modeling Hierarchical Structures with Continuous Recursive Neural Networks
Jishnu Ray Chowdhury, Cornelia Caragea
Recursive Neural Networks (RvNNs), which compose sequences according to their underlying hierarchical syntactic structure, have performed well in several natural language processin…
Identifying Documents In-Scope of a Collection from Web Archives
Krutarth Patel, Cornelia Caragea, Mark Phillips +1
Web archive data usually contains high-quality documents that are very useful for creating specialized collections of documents, e.g., scientific digital libraries and repositories…
Interpretable Multi-Step Reasoning with Knowledge Extraction on Complex Healthcare Question Answering
Ye Liu, Shaika Chowdhury, Chenwei Zhang +2
Healthcare question answering assistance aims to provide customer healthcare information, which widely appears in both Web and mobile Internet. The questions usually require the as…