mlp.ece.vt.edu
Virginia Tech MLP Lab
https://mlp.ece.vt.edu/videos.html
Virginia Tech MLP Lab. Data Science Summit and Dato Conference, 2015. Deep Learning Summit, 2015. Hedging Against Uncertainty via Multiple Diverse Predictions. Microsoft Research Talk, 2014. Submodular meets Structured: Finding Diverse Subsets in Exponentially-Large Structured Item Sets. NIPS Workshop on Discrete and Combinatorial Problems in Machine Learning (DISCML), 2014. Hedging Against Uncertainty via Multiple Diverse Predictions. CESCA Seminar, 2014. Diverse M-Best Solutions in Markov Random Fields.
mlp.ece.vt.edu
Virginia Tech MLP Lab
https://mlp.ece.vt.edu/index.html
Virginia Tech MLP Lab. Machine Learning and Perception Lab. Led by Prof. Dhruv Batra. This is the MLP Lab at Virginia Tech. Join the reading group here. Blacksburg, VA 24060. Design and CSS courtesy: Victor Chahuneau.
cdec-decoder.org
cdec - Release notes (2014-01-20)
http://www.cdec-decoder.org/releases/rel-2014-01-20.html
This is a major release that includes new functionality and removes support for some previously supported compilers. Major functionality and caveats. A compiler supporting C 11 is now required to build. A new online suffix-array grammar extractor is available (see. A new CRF trainer that uses AdaGrad is available. Improved German compound splitting model. MIRA bug fix for multiple reference translations. Thanks to Paul Baltescu for contributing the new suffix array grammar extractor. The cdec source code.
cdec-decoder.org
cdec - Release notes (2013-07-13)
http://www.cdec-decoder.org/releases/rel-2013-07-13.html
This is a bug fix release that included some missing software in the distribution. New MIRA script that supports a variety of options. New version of KenLM training code. Fixes of minor tokenization errors and inconsistencies. The content and layout of this page were created by Chris Dyer. And are licensed under a Creative Commons Attribution 3.0 Unported License. The cdec source code. Is licensed under the Apache License, Version 2.0.
cdec-decoder.org
cdec - Release notes (2014-06-15)
http://www.cdec-decoder.org/releases/rel-2014-06-15.html
This is a major release that introduces support for tree-to-string translation. C 11 is required). Tree-to-string translation with support for extended tree-to-string transducers. Improved support for context-free forest rescoring. The content and layout of this page were created by Chris Dyer. And are licensed under a Creative Commons Attribution 3.0 Unported License. The cdec source code. Is licensed under the Apache License, Version 2.0.
cdec-decoder.org
cdec - Developers
http://www.cdec-decoder.org/developers
Cdec is developed on Github. Users are encouraged to fork us, develop the project further, and submit patches to the main project (general instructions on how to do so can be found here. Ensure that the system tests continue to function. Adhere to the C style used in the rest of the decoder. Do not add mandatory dependencies to third-party software. Get rid of pseudo-JSON serialization in favor of Boost.Serialization. Get rid of pseudo-MapReduce parallelization in MERT/PRO so the B64 code can be dropped.
cdec-decoder.org
SCFGs
http://www.cdec-decoder.org/concepts/scfgs.html
SCFGs) are a generalization of context-free grammars. To generate strings in two languages. You can read more about the SCFG file format. The content and layout of this page were created by Chris Dyer. And are licensed under a Creative Commons Attribution 3.0 Unported License. The cdec source code. Is licensed under the Apache License, Version 2.0.
cdec-decoder.org
cdec - Rescoring external hypergraphs
http://www.cdec-decoder.org/concepts/rescoring_external.html
Implements a large number of feature functions. That can be useful for distinguishing well-formed strings from poorly formed strings. If you have another tool that generates hypergraphs (i.e., context-free structured string sets), you can read this in with cdec, and use its rescoring functionality, including parameter estimation. There is a tool. That will read in a text-formatted context-free grammar representing your hypergraph and convert it into a. An example of the text format is as follows:.
cdec-decoder.org
Extended tree-to-string transducers
http://www.cdec-decoder.org/concepts/xrs.html
XRs's) are a formalism that transduces between trees and strings. The variant supported by. Is described in this paper. An example tree-to-string rule table, expressed in the cdec rule format is the following:. S [NP-C] [VP] (PUNC .) [1] [2] . Rule1=1 SomeOtherFeature=-2.37 (NP-C (DT the) (NN gunman) qiāngshǒu Rule2=1 (VP (VBD was) (VP-C [VBN] (PP (IN by) [NP-C]) ) bèi [2] [1] Rule3=1 (NP-C (DT the) (NN police) jǐngfāng Rule4=1 (VBN killed) jībì Rule5=1. Into the Chinese output sentence. It is permitted ...
cdec-decoder.org
cdec - Release notes (2014-01-28)
http://www.cdec-decoder.org/releases/rel-2014-01-28.html
This is a minor release that fixes a potentially serious bug in. Major functionality and caveats. A compiler supporting C 11 is required to build. New release of KenLM. Two potentially serious bugs affecting MIRA training were fixed. The content and layout of this page were created by Chris Dyer. And are licensed under a Creative Commons Attribution 3.0 Unported License. The cdec source code. Is licensed under the Apache License, Version 2.0.
