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software:start [2010/11/04 15:33] eapontep [Off-the-shelf packages for DSM] |
software:start [2018/08/06 12:06] (current) schtepf [Off-the-shelf software packages for DSM] |
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| - | ===== Off-the-shelf packages for DSM ===== | ||
| - | * [[http://infomap-nlp.sourceforge.net/|Infomap NLP]] | + | ===== Off-the-shelf software packages for DSM ===== |
| - | * [[rewInfoMap|Review]] | + | |
| - | * [[http://www.psych.ualberta.ca/~westburylab/downloads/HiDEx.download.html|HiDEx]], the High-Dimensional Explorer | + | **Python** |
| - | * [[hiDex|Review]] | + | * [[https://radimrehurek.com/gensim/|Gensim]] – high-performance topic modelling |
| - | * [[http://code.google.com/p/semanticvectors|SemanticVectors]] | + | * [[http://vecto.space/|Vecto]] – a new framework for count & predict models |
| - | * [[rewSemVector|Review]] | + | * [[http://clic.cimec.unitn.it/composes/toolkit/|DISSECT]] – easy-to-use package developed by the COMPOSES project |
| - | * [[http://senseclusters.sourceforge.net/|SenseClusters]] | + | * [[https://pypi.org/project/Divisi/|Divisi]] – semantic networks, tensors & SVD ([[rewDivisi2|review]]) |
| - | * [[rewSenseClusters|Review]] | + | |
| - | * [[http://code.google.com/p/airhead-research/|S-Space Package]] (work in progress) | + | **R** |
| - | *[[rewSSpacePackage|Review]] | + | * [[http://wordspace.r-forge.r-project.org|wordspace]] – user-friendly DSM exploration |
| - | * [[http://code.google.com/p/wordspaces/|Wordspaces]] (interactive exploration) | + | |
| - | * [[rewWordSpaces|Review]] | + | **Java** |
| - | * [[http://csc.media.mit.edu/docs/divisi2|Divisi]] (semantic networks, tensors & SVD in Python) | + | * [[https://github.com/semanticvectors/semanticvectors/wiki|Semantic Vectors]] – scalable implementation based on random indexing ([[rewSemVector|review]]) |
| - | * [[rewDivisi2|Review]] | + | * [[https://github.com/fozziethebeat/S-Space|S-Space]] package ([[rewSSpacePackage|review]]) |
| + | * [[http://maggie.lt.informatik.tu-darmstadt.de/jobimtext|JoBimText]] – with support for distributed processing | ||
| + | |||
| + | **C/C++** | ||
| + | * [[http://infomap-nlp.sourceforge.net/|Infomap NLP]] – classical LSA-style DSM ([[rewInfoMap|review]]) | ||
| + | * [[http://www.psych.ualberta.ca/~westburylab/downloads/HiDEx.download.html|HiDEx]], the High-Dimensional Explorer ([[hiDex|review]]) | ||
| + | * [[https://github.com/facebookresearch/fastText|FastText]] – state-of-the-art neural word embeddings | ||
| + | |||
| + | **Other** | ||
| + | * [[http://senseclusters.sourceforge.net/|SenseClusters]] – distributional clustering in Perl | ||
| + | * [[http://scgroup20.ceid.upatras.gr:8000/tmg/|Text to Matrix Generator]] (TMG) – text mining with NMF in Matlab | ||
| + | |||
| + | |||
| + | //If you know other useful off-the-shelf packages missing from this list, please [[stefan.evert@fau.de|drop me a line]].// | ||
| + | |||
| + | ===== Precompiled DSMs ===== | ||
| + | |||
| + | FIXME | ||
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| + | ===== Evaluation tasks ===== | ||
| + | |||
| + | FIXME | ||
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| + | ===== Useful corpora ===== | ||
| + | |||
| + | FIXME | ||
| + | |||
| + | * The Westbury Lab at Alberta has a [[http://www.psych.ualberta.ca/~westburylab/downloads/westburylab.wikicorp.download.html|preprocessed (cleaned) Wikipedia Corpus]] from an April 2010 dump. The WaCky initiative offers [[http://wacky.sslmit.unibo.it/doku.php?id=corpora|WaCkypedia, a dependency-parsed Wikipedia Corpus]] from a 2009 dump. Both corpora only cover the //English Wikipedia//. | ||
