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9 papers · 1 filter
Exploiting News Article Structure for Automatic Corpus Generation of Entailment Datasets
Jan Christian Blaise Cruz, Jose Kristian Resabal, James Lin +2
Transformers represent the state-of-the-art in Natural Language Processing (NLP) in recent years, proving effective even in tasks done in low-resource languages. While pretrained t…
Guided modes and terahertz transitions for two-dimensional Dirac fermions in a smooth double-well potential
R. R. Hartmann, M. E. Portnoi
The double-well problem for the two-dimensional Dirac equation is solved for a family of quasi-one-dimensional potentials in terms of confluent Heun functions. We demonstrate that…
Bipolar electron waveguides in graphene
R. R. Hartmann, M. E. Portnoi
We show analytically that the ability of Dirac materials to localize an electron in both a barrier and a well can be utilized to open a pseudo-gap in graphene's spectrum. By using…
Improving k-Means Clustering Performance with Disentangled Internal Representations
Abien Fred Agarap, Arnulfo P. Azcarraga
Deep clustering algorithms combine representation learning and clustering by jointly optimizing a clustering loss and a non-clustering loss. In such methods, a deep neural network…
Absolute concentration robustness in power law kinetic systems
Noel T. Fortun, Eduardo R. Mendoza
Absolute concentration robustness (ACR) is a condition wherein a species in a chemical kinetic system possesses the same value for any positive steady state the network may admit r…
Rotating dirty black hole and its shadow
Reggie C. Pantig, Emmanuel T. Rodulfo
In this paper, we examine the effect of dark matter to a Kerr black hole of mass . The metric is derived using the Newman-Janis algorithm, where the seed metric originates from…