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19912026
most citedNeural Machine Translation by Jointly Learning to Align and Translate

14.5k citations

Showing 2014Show all

277 papers · 1 filter

quant-ph2014

Exactly solvable deformations of the oscillator and Coulomb systems and their generalization

Angel Ballesteros, Alberto Enciso, Francisco J. Herranz +2

We present two maximally superintegrable Hamiltonian systems and that are defined, respectively, on an -dimensional spherically symmetric generalizatio…

astro-ph.SR2014★ 29 cited

The JCMT Gould Belt Survey: Evidence for radiative heating in Serpens MWC 297 and its influence on local star formation

D. Rumble, J. Hatchell, R. A. Gutermuth +61

We present SCUBA-2 450micron and 850micron observations of the Serpens MWC 297 region, part of the JCMT Gould Belt Survey of nearby star-forming regions. Simulations suggest that r…

astro-ph.EP2014★ 100 cited

Characterizing K2 Planet Discoveries: A super-Earth transiting the bright K-dwarf HIP 116454

Andrew Vanderburg, Benjamin T. Montet, John Asher Johnson +43

We report the first planet discovery from the two-wheeled Kepler (K2) mission: HIP 116454 b. The host star HIP 116454 is a bright (V = 10.1, K = 8.0) K1-dwarf with high proper moti…

hep-ex2014★ 42 cited

Measurement of the differential decay branching fraction as a function of and study of form factor parameterizations

J. P. Lees

Based on a sample of 500 million events recorded by the BaBar detector at c.m. energies of close to 10.6 GeV, we report on a study of the decay $D^0 \to π^- e^…

astro-ph.EP2014★ 52 cited

High-contrast Imaging with Spitzer: Deep Observations of Vega, Fomalhaut, and epsilon Eridani

Markus Janson, Sascha P. Quanz, Joseph C. Carson +3

Stars with debris disks are intriguing targets for direct imaging exoplanet searches, both due to previous detections of wide planets in debris disk systems, as well as commonly ex…

cs.FL2014★ 24 cited

Reachability in Two-Dimensional Vector Addition Systems with States is PSPACE-complete

Michael Blondin, Alain Finkel, Stefan Göller +2

Determining the complexity of the reachability problem for vector addition systems with states (VASS) is a long-standing open problem in computer science. Long known to be decidabl…

astro-ph.SR2014★ 56 cited

Sub-stellar Companions and Stellar Multiplicity in the Taurus Star-Forming Region

Sebastian Daemgen, Mariangela Bonavita, Ray Jayawardhana +2

We present results from a large, high-spatial-resolution near-infrared imaging search for stellar and sub-stellar companions in the Taurus-Auriga star-forming region. The sample co…

astro-ph.SR2014★ 70 cited

Calibration of the Mixing-Length Theory for Convective White Dwarf Envelopes

P. -E. Tremblay, H. -G. Ludwig, B. Freytag +3

A calibration of the mixing-length parameter in the local mixing-length theory (MLT) is presented for the lower part of the convection zone in pure-hydrogen atmosphere white dwarfs…

math-ph2014★ 4 cited

Geometry of surfaces associated to grassmannian sigma models

Laurent Delisle, Véronique Hussin, Wojtek J. Zakrzewski

We investigate the geometric characteristics of constant gaussian curvature surfaces obtained from solutions of the sigma model. Most of these solutions are related to the…

hep-ph2014★ 287 cited

Simultaneous Explanation of the and Puzzles

Bhubanjyoti Bhattacharya, Alakabha Datta, David London +1

At present, there are several hints of lepton flavor non-universality. The LHCb Collaboration has measured , a…

cs.NE2014★ 17 cited

Efficient Exact Gradient Update for training Deep Networks with Very Large Sparse Targets

Pascal Vincent, Alexandre de Brébisson, Xavier Bouthillier

An important class of problems involves training deep neural networks with sparse prediction targets of very high dimension D. These occur naturally in e.g. neural language models…

hep-ex2014★ 134 cited

Identification and energy calibration of hadronically decaying tau leptons with the ATLAS experiment in collisions at =8 TeV

ATLAS Collaboration

This paper describes the trigger and offline reconstruction, identification and energy calibration algorithms for hadronic decays of tau leptons employed for the data collected fro…

cs.LG2014★ 298 cited

Training deep neural networks with low precision multiplications

Matthieu Courbariaux, Yoshua Bengio, Jean-Pierre David

Multipliers are the most space and power-hungry arithmetic operators of the digital implementation of deep neural networks. We train a set of state-of-the-art neural networks (Maxo…

hep-ex2014★ 40 cited

Dalitz plot analyses of and decays

The BABAR Collaboration, J. P. Lees, others

We present Dalitz plot analyses for the decays of mesons to and . We report the observation of the resonance in these…

hep-ex2014★ 129 cited

Search for charged Higgs bosons decaying via in fully hadronic final states using collision data at TeV with the ATLAS detector

ATLAS Collaboration

The results of a search for charged Higgs bosons decaying to a lepton and a neutrino, , are presented. The analysis is based on 19.5 fb of…

stat.ML2014★ 13 cited

Self-informed neural network structure learning

David Warde-Farley, Andrew Rabinovich, Dragomir Anguelov

We study the problem of large scale, multi-label visual recognition with a large number of possible classes. We propose a method for augmenting a trained neural network classifier…

stat.ML2014★ 86 cited

On distinguishability criteria for estimating generative models

Ian J. Goodfellow

Two recently introduced criteria for estimation of generative models are both based on a reduction to binary classification. Noise-contrastive estimation (NCE) is an estimation pro…

cs.CL2014★ 40 cited

Embedding Word Similarity with Neural Machine Translation

Felix Hill, Kyunghyun Cho, Sebastien Jean +2

Neural language models learn word representations, or embeddings, that capture rich linguistic and conceptual information. Here we investigate the embeddings learned by neural mach…

hep-ex2014★ 81 cited

Observation and measurements of the production of prompt and non-prompt mesons in association with a boson in collisions at TeV with the ATLAS detector

ATLAS Collaboration

The production of a boson in association with a meson in proton-proton collisions probes the production mechanisms of quarkonium and heavy flavour in association with vec…

cs.CL2014★ 95 cited

Ensemble of Generative and Discriminative Techniques for Sentiment Analysis of Movie Reviews

Grégoire Mesnil, Tomas Mikolov, Marc'Aurelio Ranzato +1

Sentiment analysis is a common task in natural language processing that aims to detect polarity of a text document (typically a consumer review). In the simplest settings, we discr…

hep-ex2014★ 95 cited

Measurement of Spin Correlation in Top-Antitop Quark Events and Search for Top Squark Pair Production in pp Collisions at TeV Using the ATLAS Detector

ATLAS Collaboration

A measurement of spin correlation in production is presented using data collected with the ATLAS detector at the Large Hadron Collider in proton-proton collisions at a c…

hep-ex2014★ 217 cited

Observation and measurement of Higgs boson decays to with the ATLAS detector

ATLAS Collaboration

We report the observation of Higgs boson decays to based on an excess over background of standard deviations in the dilepton final state, where the Standard Model…

cs.CL2014★ 56 cited

On Using Very Large Target Vocabulary for Neural Machine Translation

Sébastien Jean, Kyunghyun Cho, Roland Memisevic +1

Neural machine translation, a recently proposed approach to machine translation based purely on neural networks, has shown promising results compared to the existing approaches suc…

hep-ex2014★ 36 cited

Measurement of the transverse polarization of and hyperons produced in proton-proton collisions at TeV using the ATLAS detector

ATLAS Collaboration

The transverse polarization of and hyperons produced in proton-proton collisions at a center-of-mass energy of 7 TeV is measured. The analysis uses 760 b of m…