In this report, we learn a model to predict sentiments for sentences by SemiSupervised Recursive Autoencoders (RAE) and reproduce the result in [1]. We use greedy algorithm to construct the tree structure in neural networks and forward and backward propagation to compute the gradients of weights. Using meaning vectors of length 20, we achieve 75.4% accuracy in the movie reviews (MR) dataset, wh...

We study the edge transport properties of paired fractional quantum Hall (FQH) states— the Haldane-Rezayi (HR), Moore-Read (Pfaffian) and Halperin (331) states. A table of exponents is given for the tunneling between the edges of paired FQH states in gated 2D structures and the tunneling into the edge of FQH states from a normal Fermi liquid (N). It is found that HR, Pfaffian and 331 states hav...

S. Sasaki,1,* S. Kang,2,3 K. Kitagawa,4,3 M. Yamaguchi,1,3 S. Miyashita,5 T. Maruyama,5 H. Tamura,1,3 T. Akazaki,1,3 Y. Hirayama,1,6 and H. Takayanagi1,4,3 1NTT Basic Research Laboratories, NTT Corporation, Atsugi, Kanagawa 243-0198, Japan 2Institute of Physics, University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan 3CREST-JST, Honmachi, Kawaguchi, Saitama 331-0012, Japan 4Faculty of Science, ...

Adam Miranowicz, 2, 3 Şahin Kaya Özdemir, 3, 4 Jǐŕı Bajer, Masato Koashi, 3, 4 and Nobuyuki Imoto 3, 4 Institute of Physics, Adam Mickiewicz University, 61-614 Poznań, Poland SORST Research Team for Interacting Carrier Electronics, 4-1-8 Honmachi, Kawaguchi, Saitama 331-0012, Japan Graduate School of Engineering Science, Osaka University, Toyonaka, Osaka 560-8531, Japan CREST Research Team for ...

1 Institute of Geoecology, University of Potsdam, Karl-Liebknecht-Str. 24/25, 14476 Potsdam, Germany. Tel. +49-331-977-2480 Fax +49-331-977-2092 email: [email protected] 2 Landscape Ecology Group, Institute of Biology and Environmental Sciences, University of Oldenburg, 26111 Oldenburg, Germany. 3 Current address: Bavarian Academy for Nature Conservation and Landscape Management AN...

Vol. XXXVII (August 2000), 331–350 331 *Chris Janiszewski is Jack Faricy Associate Professor of Marketing, University of Florida (e-mail: [email protected]). Stijn M.J. van Osselaer is Assistant Professor of Marketing, University of Chicago (email: [email protected]). Both authors contributed equally to this article. This work was supported by the Beatrice Foods Co. Fa...