241 citations · 802 across the 37 of their papers we have counts for
7 papers · 1 filter
Depression and Self-Harm Risk Assessment in Online Forums
Andrew Yates, Arman Cohan, Nazli Goharian
Users suffering from mental health conditions often turn to online resources for support, including specialized online support communities or general communities such as Twitter an…
Identifying Harm Events in Clinical Care through Medical Narratives
Arman Cohan, Allan Fong, Raj Ratwani +1
Preventable medical errors are estimated to be among the leading causes of injury and death in the United States. To prevent such errors, healthcare systems have implemented patien…
Scientific document summarization via citation contextualization and scientific discourse
Arman Cohan, Nazli Goharian
The rapid growth of scientific literature has made it difficult for the researchers to quickly learn about the developments in their respective fields. Scientific document summariz…
Contextualizing Citations for Scientific Summarization using Word Embeddings and Domain Knowledge
Arman Cohan, Nazli Goharian
Citation texts are sometimes not very informative or in some cases inaccurate by themselves; they need the appropriate context from the referenced paper to reflect its exact contri…
Scientific Article Summarization Using Citation-Context and Article's Discourse Structure
Arman Cohan, Nazli Goharian
We propose a summarization approach for scientific articles which takes advantage of citation-context and the document discourse model. While citations have been previously used in…
A Neural Attention Model for Categorizing Patient Safety Events
Arman Cohan, Allan Fong, Nazli Goharian +1
Medical errors are leading causes of death in the US and as such, prevention of these errors is paramount to promoting health care. Patient Safety Event reports are narratives desc…
Triaging Content Severity in Online Mental Health Forums
Arman Cohan, Sydney Young, Andrew Yates +1
Mental health forums are online communities where people express their issues and seek help from moderators and other users. In such forums, there are often posts with severe conte…