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451 papers · 1 filter
Deep Reinforced Self-Attention Masks for Abstractive Summarization (DR.SAS)
Ankit Chadha, Mohamed Masoud
We present a novel architectural scheme to tackle the abstractive summarization problem based on the CNN/DMdataset which fuses Reinforcement Learning (RL) withUniLM, which is a pre…
"Hinglish" Language -- Modeling a Messy Code-Mixed Language
Vivek Kumar Gupta
With a sharp rise in fluency and users of "Hinglish" in linguistically diverse country, India, it has increasingly become important to analyze social content written in this langua…
Computational model discovery with reinforcement learning
Maxime Bassenne, Adrián Lozano-Durán
The motivation of this study is to leverage recent breakthroughs in artificial intelligence research to unlock novel solutions to important scientific problems encountered in compu…
Color Confinement and Supersymmetric Properties of Hadron Physics from Light-Front Holography
Stanley J. Brodsky
I review applications of superconformal algebra. light-front holography, and an extended form of conformal symmetry to hadron spectroscopy and dynamics. QCD is not supersymmetrical…
Enhanced nonlinear interaction of polaritons via excitonic Rydberg states in monolayer WSe2
Jie Gu, Valentin Walther, Lutz Waldecker +7
Strong optical nonlinearities play a central role in realizing quantum photonic technologies. In solid state systems, exciton-polaritons, which result from the hybridization of mat…
RF Soil Moisture Sensing via Radar Backscatter Tags
Colleen Josephson, Bradley Barnhart, Sachin Katti +2
We present a sensing system that determines soil moisture via RF using backscatter tags paired with a commodity ultra-wideband RF transceiver. Despite decades of research confirmin…