Debian Science Project
Summary
Linguistics
Debian Science Linguistics packages

This metapackage is part of the Debian Pure Blend "Debian Science" and installs packages related to Linguistics.

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Debian Science Linguistics packages

Official Debian packages with high relevance

Apertium
Shallow-transfer machine translation engine
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An open-source shallow-transfer machine translation engine, Apertium is initially aimed at related-language pairs.

It uses finite-state transducers for lexical processing, hidden Markov models for part-of-speech tagging, and finite-state based chunking for structural transfer.

The system is largely based upon systems already developed by the Transducens group at the Universitat d'Alacant, such as interNOSTRUM (Spanish-Catalan, http://www.internostrum.com/welcome.php) and Traductor Universia (Spanish-Portuguese, http://traductor.universia.net).

It will be possible to use Apertium to build machine translation systems for a variety of related-language pairs simply providing the linguistic data needed in the right format.

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Apertium-lex-tools
Constraint-based lexical selection module
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This package provides a module for compiling lexical selection rules and processing them in the pipeline.

Artha
Handy off-line thesaurus based on WordNet
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Artha is a off-line English thesaurus with distinct features like:

  • hot-key press word look-up (select text on any window and press a preset hot-key for look-up)
  • regular expressions based search (broaden search using wild-cards like *, ?, etc.)
  • passive desktop notifications (of word definitions for uninterrupted work-flow)
  • spelling suggestions (when the exact spelling is vague/not known)

Once launched, it monitors for a preset hot-key combination. When some text is selected on any window and the hot-key is pressed, it pops-up with the word looked-up. Should the user prefer passive notifications, this can be done by enabling the notifications option.

When the term looked for is vague/not known, then either the search can be broadened with the use of regular expressions (*, ?, etc.) in the search string or spelling suggestions when a term is incorrect.

For regular expressions based search to work, wordnet-sense-index package is required.

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Cg3
Tools for using the 3rd edition of Constraint Grammar (CG-3)
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Constraint Grammar compiler and applicator for the 3rd edition of CG that is developed and maintained by VISL SDU and GrammarSoft ApS.

CG-3 can be used for disambiguation of morphology, syntax, semantics, etc; dependency markup, target language lemma choice for MT, QA systems, and much more. The core idea is that you choose what to do based on the whole available context, as opposed to n-grams.

See https://visl.sdu.dk/cg3.html for more documentation

Collatinus
lemmatisation of latin text
Maintainer: Georges Khaznadar ()
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Collatinus can be used to lemmatise latin texts, i.e. extract words and make a lexicon which indicates for each word its canonic form, and how the form actually found in the text was derived from it, for instance by declining it. Example : rosam gives : rosa-rosae -- acc. sing. Collatinus provides a nice graphic front-end to each operation.

Collatinus-nouus (stands for Collatinus, new generation) replaces every previous version of Collatinus.

This package provides a documentation in HTML format.

Dimbl
Distributed Memory Based Learner
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Dimbl is a wrapper around the k-nearest neighbor classifier in TiMBL, offering parallel classification on multi-CPU machines. Dimbl splits the original training set, builds separate TiMBL classifiers per training subset, and merges their nearest-neighbor sets per classified instance

Dimbl's features are:

  • Wraps neatly around TiMBL, retaining all command line options;
  • Knows what to do with your multiple, duo, or quad cores;
  • Makes use of the OpenMP specification for parallel programming;
  • Can attain superlinear speed gains compared to standard TiMBL.

Dimbl is a product of the ILK Research Group (Tilburg University, The Netherlands).

If you do scientific research in Natural Language Processing using the Memory-Based Learning technique, Dimbl will likely be of use to you.

Frog
tagger and parser for natural languages (runtime)
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Memory-Based Learning (MBL) is a machine-learning method applicable to a wide range of tasks in Natural Language Processing (NLP).

Frog is a modular system integrating a morphosyntactic tagger, lemmatizer, morphological analyzer, and dependency parser for natural languages. It is based upon it's predecessor TADPOLE (TAgger, Dependency Parser, and mOrphoLogical analyzEr). Using Memory-Based Learning techniques, frog tokenizes, tags, lemmatizes, and morphologically segments word tokens in incoming UTF-8 text files, and assigns a dependency graph to each sentence. Frog is particularly targeted at the increasing need for fast, automatic NLP systems applicable to very large (multi-million to billion word) document collections that are becoming available due to the progressive digitization of both new and old textual data. Up to now, frog has only been tested and used using corpora of Dutch natural language (see the frogdata package for samples).

Frog is a product of the ILK Research Group (Tilburg University, The Netherlands) and the CLiPS Research Centre (University of Antwerp, Belgium).

If you do scientific research in NLP, Frog will likely be of use to you.

Giella-sme
Giellatekno single language data for North Saami
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Data package providing Giellatekno language resources for North Saami.

Hfst
Helsinki Finite-State Transducer Technology
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The Helsinki Finite-State Transducer software is intended for the implementation of morphological analysers and other tools which are based on weighted and unweighted finite-state transducer technology.

Hfst-ospell
Spell checker library and tool based on HFST
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Minimal HFST optimized lookup format based spell checker library and a demonstrational implementation of command line based spell checker.

Libcld2-dev
Compact Language Detector 2, development package
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Detects over 80 languages in UTF-8 text, based largely on groups of four letters. Also tables for 160+ language version.

This is the development package.

Link-grammar
Carnegie Mellon University's link grammar parser
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In Sleator, D. and Temperley, D. "Parsing English with a Link Grammar" (1991), the authors defined a new formal grammatical system called a "link grammar". A sequence of words is in the language of a link grammar if there is a way to draw "links" between words in such a way that the local requirements of each word are satisfied, the links do not cross, and the words form a connected graph. The authors encoded English grammar into such a system, and wrote this program to parse English using this grammar.

link-grammar can be used for linguistic parsing for information retrieval or extraction from natural language documents. It can also be used as a grammar checker.

This package contains the user-executable binary.

Lttoolbox
Apertium lexical processing modules and tools
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The lttoolbox contains the augmented letter transducer tools for natural language processing used by Apertium, a platform for building rule-based and hybrid machine translation systems. The software is also useful for making morphological analysers and generators for natural language processing applications.

Mbt
memory-based tagger-generator and tagger
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MBT is a memory-based tagger-generator and tagger in one. The tagger-generator part can generate a sequence tagger on the basis of a training set of tagged sequences; the tagger part can tag new sequences. MBT can, for instance, be used to generate part-of-speech taggers or chunkers for natural language processing. Features:

  • Tagger generation: tagged text in, tagger out,
  • Optional feedback loop: feed previous tag decision back to input of next decision,
  • Easily customizable feature representation; can incorporate user-provided features,
  • Automatic generation of separate sub-taggers for known words and unknown words,
  • Can make use of full algorithmic parameters of TiMBL.

MBT is a product of the Centre of Language and Speech Technology (Radboud University Nijmegen, The Netherlands), the ILK Research Group (Tilburg University, The Netherlands) and the CLiPS Research Centre (University of Antwerp, Belgium).

If you do scientific research in natural language processing, MBT will likely be of use to you.

Mbtserver
Server extensions for the MBT tagger
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MbtServer extends Mbt with a server layer, running as a TCP server. Mbt is a memory-based tagger-generator and tagger for natural language processing. MbtServer provides the possibility to access a trained tagger from multiple sessions. It also allows one to run and access different taggers in parallel.

MbtServer is a product of the Centre for Language and Speech Technology (Radboud University, Nijmegne, The Netherlands), the ILK Research Group (Tilburg University, The Netherlands) and the CLiPS Research Centre (University of Antwerp, Belgium).

If you do scientific research in natural language processing, MbtServer will likely be of use to you.

Python3-pynlpl
PyNLPl is a library for Natural Language Processing (Python 3 version)
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PyNLPl, pronounced as 'pineapple', is a Python library for Natural Language Processing. It contains various modules useful for common, and less common, NLP tasks. PyNLPl can be used for basic tasks such as the extraction of n-grams and frequency lists, and to build simple language models. It also contains complex data types and algorithms. Moreover, it includes parsers for file formats common in NLP (e.g. FoLiA/Giza/Moses/ARPA/Timbl/CQL) and clients to interface with various NLP specific servers. PyNLPl most notably features a very extensive library for working with FoLiA XML (Format for Linguistic Annotation).

This is the Python 3 version.

R-cran-lexrankr
extractive summarization of text with the LexRank algorithm
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An R implementation of the LexRank algorithm implementing stochastic graph-based method for computing relative importance of textual units for Natural Language Processing. The technique on the problem of Text Summarization (TS) is tested. Extractive TS relies on the concept of sentence salience to identify the most important sentences in a document or set of documents. Salience is typically defined in terms of the presence of particular important words or in terms of similarity to a centroid pseudo-sentence.

Please cite: Güneş Erkan and Dragomir R. Radev: LexRank: Graph-based Lexical Centrality as Salience in Text Summarization. (eprint) Journal of Artific Intelligence Research 22:457-479 (2004)
R-cran-snowballc
Snowball stemmers based on the C libstemmer UTF-8 library
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An R interface to the C libstemmer library that implements Porter's word stemming algorithm for collapsing words to a common root to aid comparison of vocabulary. Currently supported languages are Danish, Dutch, English, Finnish, French, German, Hungarian, Italian, Norwegian, Portuguese, Romanian, Russian, Spanish, Swedish and Turkish.

Timbl
Tilburg Memory Based Learner
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Memory-Based Learning (MBL) is a machine-learning method applicable to a wide range of tasks in Natural Language Processing (NLP).

The Tilburg Memory Based Learner, TiMBL, is a tool for NLP research, and for many other domains where classification tasks are learned from examples. It is an efficient implementation of k-nearest neighbor classifier.

TiMBL's features are:

  • Fast, decision-tree-based implementation of k-nearest neighbor classification;

  • Implementations of IB1 and IB2, IGTree, TRIBL, and TRIBL2 algorithms;

  • Similarity metrics: Overlap, MVDM, Jeffrey Divergence, Dot product, Cosine;
  • Feature weighting metrics: information gain, gain ratio, chi squared, shared variance;

  • Distance weighting metrics: inverse, inverse linear, exponential decay;

  • Extensive verbosity options to inspect nearest neighbor sets;
  • Server functionality and extensive API;
  • Fast leave-one-out testing and internal cross-validation;
  • and Handles user-defined example weighting.

TiMBL is a product of the Centre of Language and Speech Technology (Radboud University, Nijmegen, The Netherlands), the ILK Research Group (Tilburg University, The Netherlands) and the CLiPS Research Centre (University of Antwerp, Belgium).

If you do scientific research in NLP, timbl will likely be of use to you.

Timblserver
Server extensions for Timbl
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timblserver is a TiMBL wrapper; it adds server functionality to TiMBL. It allows TiMBL to run multiple experiments as a TCP server, optionally via HTTP.

The Tilburg Memory Based Learner, TiMBL, is a tool for Natural Language Processing research, and for many other domains where classification tasks are learned from examples.

TimblServer is a product of the ILK Research Group (Tilburg University, The Netherlands) and the CLiPS Research Centre (University of Antwerp, Belgium).

If you do scientific research in NLP, TimblServer will likely be of use to you.

Ucto
Unicode Tokenizer
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Ucto can tokenize UTF-8 encoded text files (i.e. separate words from punctuation, split sentences, generate n-grams), and offers several other basic preprocessing steps that make your text suited for further processing such as indexing, part-of-speech tagging, or machine translation.

This package provides the command-line tool itself.

Ucto was written by Maarten van Gompel and Ko van der Sloot. Work on Ucto was funded by NWO, the Netherlands Organisation for Scientific Research, under the Implicit Linguistics project, the CLARIN-NL program, and the CLARIAH project.

Ucto is a product of the Centre of Language and Speech Technology (Radboud University Nijmegen), and previously the ILK Research Group (Tilburg University, The Netherlands).

If you are interested in machine parsing of UTF-8 encoded text files, e.g. to do scientific research in natural language processing, ucto will likely be of use to you.

Uctodata
Data files for Ucto
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Ucto can tokenize UTF-8 encoded text files (i.e. separate words from punctuation, split sentences, generate n-grams), and offers several other basic preprocessing steps that make your text suited for further processing such as indexing, part-of-speech tagging, or machine translation.

This package provides necessary language-specific datafiles for running Ucto.

Ucto was written by Maarten van Gompel and Ko van der Sloot. Work on Ucto was funded by NWO, the Netherlands Organisation for Scientific Research, under the Implicit Linguistics project, the CLARIN-NL program, and the CLARIAH project.

Ucto is a product of the Centre of Language and Speech Technology (Radboud University Nijmegen), and previously the ILK Research Group (Tilburg University, The Netherlands).

Wordnet
electronic lexical database of English language
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WordNet(C) is an on-line lexical reference system whose design is inspired by current psycholinguistic theories of human lexical memory. English nouns, verbs, adjectives and adverbs are organized into synonym sets, each representing one underlying lexical concept. Different relations link the synonym sets.

WordNet was developed by the Cognitive Science Laboratory at Princeton University under the direction of Professor George A. Miller (Principal Investigator).

WordNet is considered to be the most important resource available to researchers in computational linguistics, text analysis, and many related areas.

Binary and manpages of WordNet as well as general manpages.

Please cite: George A. Miller: WordNet: A Lexical Database for English. Communications of the ACM 38(11):39-41 (1995)

Official Debian packages with lower relevance

Apertium-af-nl
Apertium translation data for the Afrikaans-Dutch pair
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Data package providing Apertium language resources for translating between the Afrikaans and Dutch languages.

Apertium-apy
Apertium APY service
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This package contains Apertium APY which is simple Apertium API written in Python 3 meant as a drop-in replacement for ScaleMT.

Apertium-arg
Apertium single language data for Aragonese
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Data package providing Apertium language resources for Aragonese

Apertium-arg-cat
Apertium translation data for the Aragonese-Catalan pair
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Data package providing Apertium language resources for translating between the Aragonese and Catalan languages.

Apertium-br-fr
Apertium linguistic data to translate between Breton and French
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This is a linguistic package for the Apertium shallow-transfer machine translation system. The package can be used to translate between Breton and French.

Apertium-ca-it
Apertium translation data for the Catalan-Italian pair
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Data package providing Apertium language resources for translating between the Catalan and Italian languages.

Apertium-cat
Apertium single language data for Catalan
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Data package providing Apertium language resources for Catalan

Apertium-cy-en
Apertium translation data for the Welsh-English pair
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Data package providing Apertium language resources for translating between the Welsh and English languages.

Apertium-dan
Apertium single language data for Danish
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Data package providing Apertium language resources for Danish

Apertium-dan-nor
Apertium translation data for the Danish-Norwegian pair
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Data package providing Apertium language resources for translating between the Danish and Norwegian languages.

Apertium-en-ca
Apertium translation data for the English-Catalan pair
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Data package providing Apertium language resources for translating between the English and Catalan languages.

Apertium-en-es
Apertium translation data for the English-Spanish pair
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Data package providing Apertium language resources for translating between the English and Spanish languages.

Apertium-en-gl
Apertium translation data for the English-Galician pair
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Data package providing Apertium language resources for translating between the English and Galician languages.

Apertium-eo-ca
Apertium translation data for the Esperanto-Catalan pair
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Data package providing Apertium language resources for translating between the Esperanto and Catalan languages.

Apertium-eo-en
Apertium linguistic data to translate between Esperanto and English
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This is a linguistic package for the Apertium shallow-transfer machine translation system. The package can be used to translate between Esperanto and English.

Apertium-eo-es
Apertium translation data for the Esperanto-Spanish pair
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Data package providing Apertium language resources for translating between the Esperanto and Spanish languages.

Apertium-eo-fr
Apertium translation data for the Esperanto-French pair
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Data package providing Apertium language resources for translating between the Esperanto and French languages.

Apertium-es-ast
Apertium translation data for the Spanish-Asturian pair
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Data package providing Apertium language resources for translating between the Spanish and Asturian languages.

Apertium-es-ca
Transitional dummy package for apertium-spa-cat
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This is a transitional dummy package. It can safely be removed.

Apertium-es-gl
Apertium translation data for the Spanish-Galician pair
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Data package providing Apertium language resources for translating between the Spanish and Galician languages.

Apertium-es-it
Transitional dummy package for apertium-spa-ita
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This is a transitional dummy package. It can safely be removed.

Apertium-es-pt
Apertium translation data for the Spanish-Portuguese pair
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Data package providing Apertium language resources for translating between the Spanish and Portuguese languages.

Apertium-es-ro
Apertium translation data for the Spanish-Romanian pair
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Data package providing Apertium language resources for translating between the Spanish and Romanian languages.

Apertium-eu-en
Apertium translation data for the Basque-English pair
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Data package providing Apertium language resources for translating between the Basque and English languages.

Apertium-eu-es
Apertium translation data for the Basque-Spanish pair
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Data package providing Apertium language resources for translating between the Basque and Spanish languages.

Apertium-fr-ca
Transitional dummy package for apertium-fra-cat
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This is a transitional dummy package. It can safely be removed.

Apertium-fr-es
Apertium translation data for the French-Spanish pair
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Data package providing Apertium language resources for translating between the French and Spanish languages.

Apertium-fra
Apertium single language data for French
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Data package providing Apertium language resources for French

Apertium-fra-cat
Apertium translation data for the French-Catalan pair
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Data package providing Apertium language resources for translating between the French and Catalan languages.

Apertium-hbs
Apertium single language data for Serbo-Croatian
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Data package providing Apertium language resources for Serbo-Croatian

Apertium-hbs-eng
Apertium translation data for the Serbo-Croatian - English pair
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Data package providing Apertium language resources for translating between the Serbo-Croatian and English languages.

Apertium-hbs-mkd
Apertium translation data for the Serbo-Croatian-Macedonian pair
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Data package providing Apertium language resources for translating between the Serbo-Croatian and Macedonian languages.

Apertium-hbs-slv
Apertium translation data for the Serbo-Croatian-Slovenian pair
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Data package providing Apertium language resources for translating between the Serbo-Croatian and Slovenian languages.

Apertium-hin
Apertium single language data for Hindi
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Data package providing Apertium language resources for Hindi

Apertium-id-ms
Apertium translation data for the Indonesian-Malay pair
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Data package providing Apertium language resources for translating between the Indonesian and Malay languages.

Apertium-is-sv
Apertium translation data for the Icelandic-Swedish pair
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Data package providing Apertium language resources for translating between the Icelandic and Swedish languages.

Apertium-isl
Apertium single language data for Icelandic
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Data package providing Apertium language resources for Icelandic

Apertium-isl-eng
Apertium translation data for the Icelandic-English pair
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Data package providing Apertium language resources for translating between the Icelandic and English languages.

Apertium-ita
Apertium single language data for Italian
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Data package providing Apertium language resources for Italian

Apertium-kaz
Apertium single language data for Kazakh
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Data package providing Apertium language resources for Kazakh

Apertium-kaz-tat
Apertium translation data for the Kazakh-Tatar pair
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Data package providing Apertium language resources for translating between the Kazakh and Tatar languages.

Apertium-mk-bg
Apertium translation data for the Macedonian-Bulgarian pair
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Data package providing Apertium language resources for translating between the Macedonian and Bulgarian languages.

Apertium-mk-en
Apertium translation data for the Macedonian-English pair
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Data package providing Apertium language resources for translating between the Macedonian and English languages.

Apertium-mlt-ara
Apertium translation data for the Maltese-Arabic pair
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Data package providing Apertium language resources for translating between the Maltese and Arabic languages.

Apertium-nno
Apertium single language data for Norwegian Nynorsk
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Data package providing Apertium language resources for Norwegian Nynorsk

Apertium-nno-nob
Apertium translation data for the Norwegian Nynorsk-Norwegian Bokmål pair
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Data package providing Apertium language resources for translating between the Norwegian Nynorsk and Norwegian Bokmål languages.

Apertium-nob
Apertium single language data for Norwegian Bokmål
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Data package providing Apertium language resources for Norwegian Bokmål

Apertium-oc-ca
Apertium translation data for the Occitan-Catalan pair
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Data package providing Apertium language resources for translating between the Occitan and Catalan languages.

Apertium-oc-es
Apertium translation data for the Occitan-Spanish pair
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Data package providing Apertium language resources for translating between the Occitan and Spanish languages.

Apertium-pt-ca
Apertium translation data for the Portuguese-Catalan pair
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Data package providing Apertium language resources for translating between the Portuguese and Catalan languages.

Apertium-pt-gl
Apertium translation data for the Portuguese-Galician pair
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Data package providing Apertium language resources for translating between the Portuguese and Galician languages.

Apertium-sme-nob
Apertium translation data for the Northern Sami-Norwegian Bokmål pair
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Data package providing Apertium language resources for translating between the Northern Sami and Norwegian Bokmål languages.

Apertium-spa
Apertium single language data for Spanish
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Data package providing Apertium language resources for Spanish

Apertium-spa-arg
Apertium translation data for the Spanish-Aragonese pair
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Data package providing Apertium language resources for translating between the Spanish and Aragonese languages.

Apertium-srd
Apertium single language data for Sardinian
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Data package providing Apertium language resources for Sardinian

Apertium-srd-ita
Apertium translation data for the Sardinian-Italian pair
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Data package providing Apertium language resources for translating between the Sardinian and Italian languages.

Apertium-swe
Apertium single language data for Swedish
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Data package providing Apertium language resources for Swedish

Apertium-swe-dan
Apertium translation data for the Swedish-Danish pair
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Data package providing Apertium language resources for translating between the Swedish and Danish languages.

Apertium-swe-nor
Apertium translation data for the Swedish-Norwegian pair
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Data package providing Apertium language resources for translating between the Swedish and Norwegian languages.

Apertium-tat
Apertium single language data for Tatar
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Data package providing Apertium language resources for Tatar

Apertium-urd
Apertium single language data for Urdu
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Data package providing Apertium language resources for Urdu

Apertium-urd-hin
Apertium translation data for the Urdu-Hindi pair
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Data package providing Apertium language resources for translating between the Urdu and Hindi languages.

Frogdata
Data files for Frog
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Frog is a modular system integrating a morphosyntactic tagger, lemmatizer, morphological analyzer, and dependency parser for the Dutch language.

This package provided necessary datafiles for running Frog.

Frog is a product of the ILK Research Group (Tilburg University, The Netherlands) and the CLiPS Research Centre (University of Antwerp, Belgium).

Libcg3-dev
Headers and shared files to develop using the CG-3 library
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Development files to use the CG-3 API.

It is recommended to instrument the CLI tools instead of using this API.

See https://visl.sdu.dk/cg3.html for more documentation

Libfolia-dev
Implementation of the FoLiA document format (C++ headers)
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FoLiA is an XML-based format for Linguistic Annotation suitable for representing written language resources such as corpora. Its goal is to unify a variety of linguistic annotations in one single rich format, without committing to any particular standard annotation set. Instead, it seeks to accommodate any desired system or tagset, and so offer maximum flexibility. This makes FoLiA language independent. see https://proycon.github.io/folia for more information.

libfolia is a product of the Centre of Language and Speech Technology, Radboud University Nijmegen (The Netherlands), it was previously developed at the ILK Research Group, Tilburg University. Work on libfolia is funded by NWO, the Netherlands Organisation for Scientific Research.

This package provides the FoLiA header files required to compile C++ programs that use libfolia and implements FoLiA v1.4.

Libmbt0-dev
memory-based tagger-generator and tagger - development
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MBT is a memory-based tagger-generator and tagger in one. The tagger-generator part can generate a sequence tagger on the basis of a training set of tagged sequences; the tagger part can tag new sequences. MBT can, for instance, be used to generate part-of-speech taggers or chunkers for natural language processing.

MBT is a product of the ILK Research Group (Tilburg University, The Netherlands) and the CLiPS Research Centre (University of Antwerp, Belgium).

If you do scientific research in natural language processing, MBT will likely be of use to you.

This package provides the header files required to compile C++ programs that use libmbt.

Libticcutils2-dev
library for TiCC software - development files
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The TiCC utils C++ library contains useful functions and other goodies for general use in TiMBL and other parts of the TiCC software stack and beyond.

TiCC utils is a product of the Tilburg centre for Cognition and Communication (Tilburg University, The Netherlands). If you do scientific research in Natural Language Processing, TiCC software will likely be of use to you.

This package provides the header files required to compile C++ programs that use libticcutils.

Libtimbl3-dev
Tilburg Memory Based Learner - development
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The Tilburg Memory Based Learner, TiMBL, is a tool for Natural Language Processing research, and for many other domains where classification tasks are learned from examples. It is an efficient implementation of k-nearest neighbor classifier.

TiMBL is a product of the ILK Research Group (Tilburg University, The Netherlands) and the CLiPS Research Centre (University of Antwerp, Belgium).

This package provides the TiMBL header files required to compile C++ programs that use TiMBL.

Libtimbl4-dev
Tilburg Memory Based Learner - development
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The Tilburg Memory Based Learner, TiMBL, is a tool for Natural Language Processing research, and for many other domains where classification tasks are learned from examples. It is an efficient implementation of k-nearest neighbor classifier.

TiMBL is a product of the Centre of Language and Speech Technology (Radboud University, Nijmegen, The Netherlands), the ILK Research Group (Tilburg University, The Netherlands) and the CLiPS Research Centre (University of Antwerp, Belgium).

This package provides the TiMBL header files required to compile C++ programs that use TiMBL.

Libtimblserver2-dev
Server extensions for Timbl - development
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timblserver is a TiMBL wrapper; it adds server functionality to TiMBL. It allows TiMBL to run multiple experiments as a TCP server, optionally via HTTP.

The Tilburg Memory Based Learner, TiMBL, is a tool for Natural Language Processing research, and for many other domains where classification tasks are learned from examples.

TimblServer is a product of the ILK Research Group (Tilburg University, The Netherlands) and the CLiPS Research Centre (University of Antwerp, Belgium).

This package provides the header files required to compile C++ programs that use timblserver

Libucto1-dev
Unicode Tokenizer - development
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Ucto can tokenize UTF-8 encoded text files (i.e. separate words from punctuation, split sentences, generate n-grams), and offers several other basic preprocessing steps (change case, count words/characters and reverse lines) that make your text suited for further processing such as indexing, part-of-speech tagging, or machine translation.

Ucto is a product of the ILK Research Group, Tilburg University (The Netherlands).

This package provides the ucto header files required to compile C++ programs that use ucto.

Python-nltk
Python libraries for natural language processing
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The Natural Language Toolkit (NLTK) is a leading platform for building Python programs to work with human language data. It provides easy-to-use interfaces to over 50 corpora and lexical resources such as WordNet, along with a suite of text processing libraries for classification, tokenization, stemming, tagging, parsing, and semantic reasoning.

This package contains the modules for Python2.

Please cite: Steven Bird, Ewan Klein and Edward Loper: (2009)
Python-pynlpl
PyNLPl is a library for Natural Language Processing (Python 2 version)
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PyNLPl, pronounced as 'pineapple', is a Python library for Natural Language Processing. It contains various modules useful for common, and less common, NLP tasks. PyNLPl can be used for basic tasks such as the extraction of n-grams and frequency lists, and to build simple language models. It also contains complex data types and algorithms. Moreover, it includes parsers for file formats common in NLP (e.g. FoLiA/Giza/Moses/ARPA/Timbl/CQL) and clients to interface with various NLP specific servers. PyNLPl most notably features a very extensive library for working with FoLiA XML (Format for Linguistic Annotation).

This is the Python 2 version.

Python-snowballstemmer
Pure Python Snowball stemming library
Maintainer: Josue Ortega
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Snowball stemming library collection for Python, provides 16 stemmer algorithms (15 + Poerter English stemmer) generated from Snowball algorithms. It includes following language algorithms:

  • Danish
  • Dutch
  • English (Standard, Porter)
  • Finnish
  • French
  • German
  • Hungarian
  • Italian
  • Norwegian
  • Portuguese
  • Romanian
  • Russian
  • Spanish
  • Swedish
  • Turkish
Python3-nltk
Python3 libraries for natural language processing
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The Natural Language Toolkit (NLTK) is a leading platform for building Python programs to work with human language data. It provides easy-to-use interfaces to over 50 corpora and lexical resources such as WordNet, along with a suite of text processing libraries for classification, tokenization, stemming, tagging, parsing, and semantic reasoning.

This package contains the modules for Python3.

Please cite: Steven Bird, Ewan Klein and Edward Loper: (2009)
Python3-snowballstemmer
Pure Python 3 Snowball stemming library
Maintainer: Josue Ortega
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Snowball stemming library collection for Python 3, provides 16 stemmer algorithms (15 + Poerter English stemmer) generated from Snowball algorithms. It includes following language algorithms:

  • Danish
  • Dutch
  • English (Standard, Porter)
  • Finnish
  • French
  • German
  • Hungarian
  • Italian
  • Norwegian
  • Portuguese
  • Romanian
  • Russian
  • Spanish
  • Swedish
  • Turkish
R-cran-nlp
Natural Language Processing Infrastructure for R
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Basic classes and methods for Natural Language Processing in R.

R-cran-tm
Text Mining functionality for R
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A framework for text mining applications within R.

Debian packages in experimental

Sequitur-g2p
Grapheme to Phoneme conversion tool
Maintainer: Giulio Paci
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Sequitur G2P is a data-driven grapheme-to-phoneme converter. It can be applied to any monotonous sequence translation problem, provided the source and target alphabets are small (less than 255 symbols). Data-driven means that you need to train it with example pronunciations. Training takes a pronunciation dictionary and creates a model file. The model file can then be used to transcribe words that where not in the dictionary.

Packaging has started and developers might try the packaging code in VCS

Travatar
tree based machine translation toolkit
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Travatar is tree based statistical machine translation system containing Tree-to-String (T2S) and Forest-to-String (F2S).

Tree based translation uses syntax trees of natural language and it's particularly effective for language pairs that require a large amount of reordering, such as English-Japanese translation.

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Wnsqlbuilder
SQL version of WordNet 3.0
License: GPL
Debian package not available

WordNet SQL Builder is a Java utility to generate SQL database from WordNet standard database as released by the WordNet Project (Princeton University)

Features

  • Support for MySql and PostGreSQL.
  • Complete port (however, orphaned morphological forms are dropped, and so are VerbNet/XWordNet data that cannot be linked to WordNet entries).
  • Incremental build support.
  • Retains synset index as primary key allowing easy reference to wordnet original database
  • Includes support for WordNet 3.0
  • Includes support for WordNet 2.0 to 2.1, 2.1 to 3.0, 2.0 to 3.0 sense maps
  • Includes support for VerbNet 2.3
  • Includes support for XWordNet 2.0-1.1
  • Ready-to-use database (see wnsqldatabase package in download section) including
  • WordNet 3.0
  • WordNet 2.0 to 2.1, 2.1 to 3.0, 2.0 to 3.0 sense maps
  • VerbNet 2.3
  • XWordNet 2.0-1.1
  • British National Corpus statistical data (for commonly used-words)
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