2.2k citations · 3.1k across the 27 of their papers we have counts for
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cs.CL2018
Combining Distant and Direct Supervision for Neural Relation Extraction
Iz Beltagy, Kyle Lo, Waleed Ammar
In relation extraction with distant supervision, noisy labels make it difficult to train quality models. Previous neural models addressed this problem using an attention mechanism…
cs.IT2018★ 1 cited
Machine Learning for Reliable mmWave Systems: Blockage Prediction and Proactive Handoff
Ahmed Alkhateeb, Iz Beltagy
The sensitivity of millimeter wave (mmWave) signals to blockages is a fundamental challenge for mobile mmWave communication systems. The sudden blockage of the line-of-sight (LOS)…
cs.CL2018★ 47 cited
Construction of the Literature Graph in Semantic Scholar
Waleed Ammar, Dirk Groeneveld, Chandra Bhagavatula +20
We describe a deployed scalable system for organizing published scientific literature into a heterogeneous graph to facilitate algorithmic manipulation and discovery. The resulting…