13 citations · 18 across the 3 of their papers we have counts for
4 papers
Biomedical Named Entity Recognition via Reference-Set Augmented Bootstrapping
Joel Mathew, Shobeir Fakhraei, José Luis Ambite
We present a weakly-supervised data augmentation approach to improve Named Entity Recognition (NER) in a challenging domain: extracting biomedical entities (e.g., proteins) from th…
NSEEN: Neural Semantic Embedding for Entity Normalization
Shobeir Fakhraei, Joel Mathew, Jose Luis Ambite
Much of human knowledge is encoded in text, available in scientific publications, books, and the web. Given the rapid growth of these resources, we need automated methods to extrac…
Adaptive Neighborhood Graph Construction for Inference in Multi-Relational Networks
Shobeir Fakhraei, Dhanya Sridhar, Jay Pujara +1
A neighborhood graph, which represents the instances as vertices and their relations as weighted edges, is the basis of many semi-supervised and relational models for node labeling…
Comparing apples to apples in the evaluation of binary coding methods
Mohammad Rastegari, Shobeir Fakhraei, Jonghyun Choi +2
We discuss methodological issues related to the evaluation of unsupervised binary code construction methods for nearest neighbor search. These issues have been widely ignored in li…