Search Results for author: Shobeir Fakhraei

Found 4 papers, 0 papers with code

Biomedical Named Entity Recognition via Reference-Set Augmented Bootstrapping

no code implementations1 Jun 2019 Joel Mathew, Shobeir Fakhraei, José Luis Ambite

Second, we use a reference set of entity names (e. g., proteins in UniProt) to identify entity mentions with high precision, but low recall, on an unlabeled corpus.

Data Augmentation named-entity-recognition +2

NSEEN: Neural Semantic Embedding for Entity Normalization

no code implementations19 Nov 2018 Shobeir Fakhraei, Joel Mathew, Jose Luis Ambite

An important task in this process is entity normalization, which consists of mapping noisy entity mentions in text to canonical entities in well-known reference sets.

Entity Resolution Knowledge Graphs

Adaptive Neighborhood Graph Construction for Inference in Multi-Relational Networks

no code implementations2 Jul 2016 Shobeir Fakhraei, Dhanya Sridhar, Jay Pujara, Lise Getoor

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 and link prediction.

graph construction Link Prediction

Comparing apples to apples in the evaluation of binary coding methods

no code implementations5 May 2014 Mohammad Rastegari, Shobeir Fakhraei, Jonghyun Choi, David Jacobs, Larry S. Davis

We discuss methodological issues related to the evaluation of unsupervised binary code construction methods for nearest neighbor search.

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