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ACL
2011
14 years 11 months ago
Enhancing Language Models in Statistical Machine Translation with Backward N-grams and Mutual Information Triggers
In this paper, with a belief that a language model that embraces a larger context provides better prediction ability, we present two extensions to standard n-gram language models ...
Deyi Xiong, Min Zhang, Haizhou Li
197
Voted
ACL
2011
14 years 11 months ago
Neutralizing Linguistically Problematic Annotations in Unsupervised Dependency Parsing Evaluation
Dependency parsing is a central NLP task. In this paper we show that the common evaluation for unsupervised dependency parsing is highly sensitive to problematic annotations. We s...
Roy Schwartz, Omri Abend, Roi Reichart, Ari Rappop...
ASMTA
2011
Springer
295views Mathematics» more  ASMTA 2011»
14 years 11 months ago
Performance Evaluation of a Single Node with General Arrivals and Service
Queueing delays experienced by packets buffered at a node are among the most difficult to predict when considering the performance of a flow in a network. The arrivals of packets a...
Alexandre Brandwajn, Thomas Begin
378
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FPGA
2011
ACM
401views FPGA» more  FPGA 2011»
14 years 10 months ago
LegUp: high-level synthesis for FPGA-based processor/accelerator systems
In this paper, we introduce a new open source high-level synthesis tool called LegUp that allows software techniques to be used for hardware design. LegUp accepts a standard C pro...
Andrew Canis, Jongsok Choi, Mark Aldham, Victor Zh...
262
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ICANN
2011
Springer
14 years 10 months ago
Learning from Multiple Annotators with Gaussian Processes
Abstract. In many supervised learning tasks it can be costly or infeasible to obtain objective, reliable labels. We may, however, be able to obtain a large number of subjective, po...
Perry Groot, Adriana Birlutiu, Tom Heskes