34 citations · 83 across the 9 of their papers we have counts for
5 papers · 1 filter
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…
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…
Detecting Perceived Emotions in Hurricane Disasters
Shrey Desai, Cornelia Caragea, Junyi Jessy Li
Natural disasters (e.g., hurricanes) affect millions of people each year, causing widespread destruction in their wake. People have recently taken to social media websites (e.g., T…
Entity-Specific Sentiment Classification of Yahoo News Comments
Prakhar Biyani, Cornelia Caragea, Narayan Bhamidipati
Sentiment classification is widely used for product reviews and in online social media such as forums, Twitter, and blogs. However, the problem of classifying the sentiment of user…