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EMNLP
2010
15 years 19 days ago
Training Continuous Space Language Models: Some Practical Issues
Using multi-layer neural networks to estimate the probabilities of word sequences is a promising research area in statistical language modeling, with applications in speech recogn...
Hai Son Le, Alexandre Allauzen, Guillaume Wisniews...
144
Voted
IPPS
2010
IEEE
14 years 12 months ago
Efficient hardware support for the Partitioned Global Address Space
We present a novel architecture of a communication engine for non-coherent distributed shared memory systems. The shared memory is composed by a set of nodes exporting their memory...
Holger Fröning, Heiner Litz
135
Voted
3DIM
2011
IEEE
14 years 2 months ago
Space-Time Body Pose Estimation in Uncontrolled Environments
—We propose a data-driven, multi-view body pose estimation algorithm for video. It can operate in uncontrolled environments with loosely calibrated and low resolution cameras and...
Marcel Germann, Tiberiu Popa, Remo Ziegler, Richar...
141
Voted
EMNLP
2011
14 years 2 months ago
Compositional Matrix-Space Models for Sentiment Analysis
We present a general learning-based approach for phrase-level sentiment analysis that adopts an ordinal sentiment scale and is explicitly compositional in nature. Thus, we can mod...
Ainur Yessenalina, Claire Cardie
141
Voted
ACL
2012
13 years 5 months ago
Modeling Sentences in the Latent Space
Sentence Similarity is the process of computing a similarity score between two sentences. Previous sentence similarity work finds that latent semantics approaches to the problem ...
Weiwei Guo, Mona T. Diab