111 citations · 295 across the 63 of their papers we have counts for
5 papers · 1 filter
Classification of Radiology Reports Using Neural Attention Models
Bonggun Shin, Falgun H. Chokshi, Timothy Lee +1
The electronic health record (EHR) contains a large amount of multi-dimensional and unstructured clinical data of significant operational and research value. Distinguished from pre…
Emotion Detection on TV Show Transcripts with Sequence-based Convolutional Neural Networks
Sayyed M. Zahiri, Jinho D. Choi
While there have been significant advances in detecting emotions from speech and image recognition, emotion detection on text is still under-explored and remained as an active rese…
ISS-MULT: Intelligent Sample Selection for Multi-Task Learning in Question Answering
Ali Ahmadvand, Jinho D. Choi
Transferring knowledge from a source domain to another domain is useful, especially when gathering new data is very expensive and time-consuming. Deep networks have been well-studi…
Cross-genre Document Retrieval: Matching between Conversational and Formal Writings
Tomasz Jurczyk, Jinho D. Choi
This paper challenges a cross-genre document retrieval task, where the queries are in formal writing and the target documents are in conversational writing. In this task, a query,…
Improving Document Clustering by Eliminating Unnatural Language
Myungha Jang, Jinho D. Choi, James Allan
Technical documents contain a fair amount of unnatural language, such as tables, formulas, pseudo-codes, etc. Unnatural language can be an important factor of confusing existing NL…