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
jadro na strojový preklad pomocou plytkého prekladu
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Apertium, open source jadro na strojový preklad pomocou plytkého prekladu, je v prvom rade zamerané na súvisiace dvojice jazykov.

Na lexikálne spracovanie používa konečné prevodníky, skryté Markovove modely na označovanie slovných druhov a konečné rozdeľovanie na prenos štruktúry.

Systém je vo veľkej miere založený na systémoch, ktoré už vyvinula skupina Transducens na Universitat d'Alacant, ako interNOSTRUM (Spanish-Catalan, http://www.internostrum.com/welcome.php) a Traductor Universia (Spanish- Portuguese, http://traductor.universia.net).

Jednoduchým poskytnutím lingvistických dát v správnom formáte bude možné použiť Apertium na zostavenie systémov na strojový preklad pre rozličné dvojice súvisiacich jazykov.

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apertium-eval-translator
Evaluate machine translation output against reference
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This package contails Perl scripts to evaluate Apertium-based machine translation output against reference: WER, PER, TER, BLEU.

apertium-lex-tools
Constraint-based lexical selection module
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Module for compiling lexical selection rules and processing them in the pipeline.

artha
užitočný offline synonymický slovník založený na WordNet
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Artha je offline anglický synonymický slovník s výraznými vlastnosťami:

  • vyhľadanie slova stlačením klávesovej skratky (vyberte text v ľubovoľnom okne, stlačte kláves a vyhľadáte slovo)
  • hľadanie podľa regulárnych výrazov (rozšírenie vyhľadávania pomocou zástupných znakov ako *, ? atď.)
  • pasívne oznámenia prac. prostredia (definícií slov na nerušenú prácu)
  • pravopisné návrhy (keď nie je presný pravopis známy alebo je nejasný)

Po spustení monitoruje nastavenú klávesovú skratku. Ak je v niektorom okne vybraný text a stlačená klávesová skratka, zobrazí sa okno s vyhľadaným slovom. Ak používateľ uprednostňuje pasívne oznámenia, môže si ich zapnúť.

Ak sa hľadaný termín nenájde alebo je nejasný, je možné buď vo vyhľadávacom reťazci rozšíriť vyhľadávanie pomocou regulárnych výrazov (*, ? atď.) alebo použiť návrhy, ak je termín nesprávny.

Aby regulárne výrazy fungovali, musíte mať nainštalovaný balík wordnet-sense-index.

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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.

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dimbl
Distributed Memory Based Learner
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Dimbl obaľuje klasifikátor k najbližších susedov v TiMBL. Ponúka paralelnú klasifikáciu na počítačoch s viacerými CPU. Dimbl rozdelí pôvodnú tréningovú množinu, zostaví samostatné klasifikátory TiMBL pre každú podmnožinu a zlúči ich sady najbližších susedov podľa klasifikovanej inštancie.

Vlastnosti Dimbl:

  • je pekným obalom TiMBL a zachováva voľby príkazového riadka
  • vie pracovať s viacerými jadrami
  • využíva špecifikáciu OpenMP na paralelné programovanie
  • dosahuje superlineárne zlepšenie rýchlosti v porovnaní so štandardným TiMBL

Dimbl je produktom výskumnej skupiny ILK (Tilburg University, Holandsko).

Ak sa venujete výskumu spracovania prirodzených jazykov pomocou metódy pamäťovej výuky, Dimbl sa vám pravdepodobne hodí.

fasttext
Efficient learning of word representations and sentence classification library
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fastText is a library for efficient learning of word representations and sentence classification, which refers subword information to enrich word vectors.

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 Centre of Language and Speech Technology at Radboud University Nijmegen, it subsumes previous work by the ILK Research Group (Tilburg University, The Netherlands) and the CLiPS Research Centre (University of Antwerp, Belgium). It is currently maintained at the KNAW Humanities Cluster.

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.

irstlm
IRST Language Modeling Toolkit
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The IRST Language Modeling Toolkit can be used to learn a language model from data. The generated n-gram models should be usable on any system supporting ARPA language model format.

This package provides the command line tools.

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
syntaktický analyzátor spojových gramatík Carnegie Mellon University
Maintainer: Jonas Smedegaard
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Sleator, D. a Temperley, D. v „Parsing English with a Link Grammar“ (1991) definujú nový systém formálnych gramatík zvaný „spojová gramatika“. Postupnosť slov je v jazyku spojovej gramatiky ak existuje možnosť ako nakresliť „spojenia“ medzi slovami tak, aby boli uspokojené lokálne požiadavky každého slova, aby sa spojenia nepretínali a slová tvorili súvislý graf. Autori do takéhoto systému zakódovali gramatiku angličtiny a napísali tento program na syntaktickú analýzu angličtiny pomocou tejto gramatiky.

link-grammar je možné použiť na lingvistickú syntaktickú analýzu za účelom získavania informácií alebo extrakcie z dokumentov v prirodzenom jazyku. Tiež je možné použiť ho na kontrolu gramatiky.

Tento balík obsahuje používateľský spustiteľný súbor.

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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, 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, MbtServer will likely be of use to you.

opennlp
wrapper for Apache OpenNLP natural language text processing toolkit
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The Apache OpenNLP library is a machine learning based toolkit for the processing of natural language text. It supports the most common NLP tasks, such as tokenization, sentence segmentation, part-of-speech tagging, named entity extraction, chunking, parsing, and coreference resolution. These tasks are usually required to build more advanced text processing services. OpenNLP also included maximum entropy and perceptron based machine learning.

This package contains the command line wrapper.

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.

python3-thinc
Practical Machine Learning for NLP in Python
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Thinc is the machine learning library powering spaCy https://spacy.io. It features a battle-tested linear model designed for large sparse learning problems, and a flexible neural network model under development for spaCy v2.0 https://spacy.io/usage/v2.

Thinc is a practical toolkit for implementing models that follow the "Embed, encode, attend, predict" architecture. It's designed to be easy to install, efficient for CPU usage and optimised for NLP and deep learning with text – in particular, hierarchically structured input and variable-length sequences.

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.

sentencepiece
Unsupervised text tokenizer and detokenizer
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SentencePiece is an unsupervised text tokenizer/detokenizer mainly designed for Neural Network-based text generation systems where the vocabulary size is predetermined prior to the neural model training.

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
elektronická lexikálna databáza anglického jazyka
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WordNet(C) je online systém lexikálnych odkazov, ktorého dizajn sa inšpiruje aktuálnymi psycholinguistickými teóriami ľudskej lexikálnej pamäti. Anglické podstatné mená, slovesá, prídavné mená a príslovky sú organizované do množín synoným, z ktorých každá reprezentuje ich lexikálny koncept. Množiny synoným sú prepojené pomocou rôznych vzťahov.

WordNet vyvinuli v Cognitive Science Laboratory na Princeton University pod vedením hlavného riešiteľa, ktorým bol profesor George A. Miller.

WordNet sa považuje za najdôležitejší dostupný zdroj pre v oblasti výskumníkov výpočtovej lingvistiky, analýzy diskurzu a mnohých súvisiacich oblastiach.

Spustiteľný súbor, manuálové stránky programu WordNet a tiež všeobecné manuálové stránky.

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
Transitional dummy package for apertium-afr-nld
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This is a transitional dummy package. It can safely be removed.

apertium-apy
služba Apertium APY
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Tento balík obsahuje Apertium APY, čo je jednoduché API Apertium napísané v jazyku Python 3 určené ako okamžitá náhrada za ScaleMT.

apertium-arg
Apertium - dáta jednotlivého jazyka - aragónčina
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Balík dát, ktorý poskytuje zdroje Apertium v jazyku aragónčina.

apertium-arg-cat
Apertium - prekladové dáta dvojice aragónčina-katalánčina
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Balík dát, ktorý poskytuje zdroje Apertium na preklad medzi jazykmi aragónčina a katalánčina.

apertium-bel
Apertium single language data for Belarusian
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Data package providing Apertium language resources for Belarusian.

apertium-bel-rus
Apertium translation data for the Belarusian-Russian pair
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Data package providing Apertium language resources for translating between the Belarusian and Russian languages.

apertium-br-fr
Apertium - prekladové dáta dvojice bretónčina-francúzština
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Balík dát, ktorý poskytuje zdroje Apertium na preklad medzi jazykmi bretónčina a francúzština.

apertium-ca-it
Transitional dummy package for apertium-cat-ita
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This is a transitional dummy package. It can safely be removed.

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

apertium-cat-srd
Apertium translation data for the Catalan-Sardinian pair
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Data package providing Apertium language resources for translating between the Catalan and Sardinian languages.

apertium-crh
Apertium single language data for Crimean Tatar
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Data package providing Apertium language resources for Crimean Tatar

apertium-crh-tur
Apertium translation data for the Crimean Tatar-Turkish pair
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Data package providing Apertium language resources for translating between the Crimean Tatar and Turkish languages.

apertium-cy-en
Apertium - prekladové dáta dvojice waleština-angličtina
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Balík dát, ktorý poskytuje zdroje Apertium na preklad medzi jazykmi waleština a angličtina.

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 from the Danish to the Norwegian Nynorsk/Norwegian Bokmål variants and from Danish to Norwegian Nynorsk.

apertium-en-ca
Transitional dummy package for apertium-eng-cat
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This is a transitional dummy package. It can safely be removed.

apertium-en-es
Transitional dummy package for apertium-eng-spa
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This is a transitional dummy package. It can safely be removed.

apertium-en-gl
Apertium - prekladové dáta dvojice angličtina-galícijčina
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Balík dát, ktorý poskytuje zdroje Apertium na preklad medzi jazykmi angličtina a galícijčina.

apertium-eo-ca
Apertium - prekladové dáta dvojice esperanto-katalánčina
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Balík dát, ktorý poskytuje zdroje Apertium na preklad medzi jazykmi esperanto a katalánčina.

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 - prekladové dáta dvojice esperanto-španielčina
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Balík dát, ktorý poskytuje zdroje Apertium na preklad medzi jazykmi esperanto a španielčina.

apertium-eo-fr
Apertium - prekladové dáta dvojice esperanto-francúzština
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Balík dát, ktorý poskytuje zdroje Apertium na preklad medzi jazykmi esperanto a francúzština.

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

apertium-es-ca
prechodový fiktívny balík na apertium-spa-cat
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sid2.2.0-3all
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bookworm2.2.0-3all
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Toto je prechodový fiktívny balík. Je možné ho bezpečne odstrániť.

apertium-es-gl
Apertium - prekladové dáta dvojice španielčina-galícijčina
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Balík dát, ktorý poskytuje zdroje Apertium na preklad medzi jazykmi španielčina a galícijčina.

apertium-es-it
prechodový fiktívny balík na apertium-spa-ita
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Toto je prechodový fiktívny balík. Je možné ho bezpečne odstrániť.

apertium-es-pt
Apertium - prekladové dáta dvojice španielčina-portugalčina
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sid1.1.6-1all
jessie1.0.3-2.1amd64,armel,armhf,i386
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bullseye1.1.5+svn~57507-5all
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Balík dát, ktorý poskytuje zdroje Apertium na preklad medzi jazykmi španielčina a portugalčina.

apertium-es-ro
Apertium - prekladové dáta dvojice španielčina-rumunčina
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Balík dát, ktorý poskytuje zdroje Apertium na preklad medzi jazykmi španielčina a rumunčina.

apertium-eu-en
Apertium - prekladové dáta dvojice baskičtina-angličtina
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Balík dát, ktorý poskytuje zdroje Apertium na preklad medzi jazykmi baskičtina a angličtina.

apertium-eu-es
Apertium - prekladové dáta dvojice baskičtina-španielčina
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bullseye0.3.3~r56159-4all
bookworm0.3.4-1all
trixie0.3.4-1all
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Balík dát, ktorý poskytuje zdroje Apertium na preklad medzi jazykmi baskičtina a španielčina.

apertium-fr-ca
prechodový fiktívny balík na apertium-fra-cat
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Toto je prechodový fiktívny balík. Je možné ho bezpečne odstrániť.

apertium-fr-es
Apertium - prekladové dáta dvojice francúzština-španielčina
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bookworm0.9.4-1all
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Balík dát, ktorý poskytuje zdroje Apertium na preklad medzi jazykmi francúzština a španielčina.

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

apertium-fra-cat
Apertium - prekladové dáta dvojice francúzština-katalánčina
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Balík dát, ktorý poskytuje zdroje Apertium na preklad medzi jazykmi francúzština a katalánčina.

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 - prekladové dáta dvojice srbochorvátčina-angličtina
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Balík dát, ktorý poskytuje zdroje Apertium na preklad medzi jazykmi srbochorvátčina a angličtina.

apertium-hbs-mkd
Apertium - prekladové dáta dvojice srbochorvátčina-macedónčina
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Balík dát, ktorý poskytuje zdroje Apertium na preklad medzi jazykmi srbochorvátčina a macedónčina.

apertium-hbs-slv
Apertium - prekladové dáta dvojice srbochorvátčina-slovinčina
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Balík dát, ktorý poskytuje zdroje Apertium na preklad medzi jazykmi srbochorvátčina a slovinčina.

apertium-hin
Apertium single language data for Hindi
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bullseye0.1.0~r59158-2.1all
sid0.1.0~r59158-4all
upstream0.1.0
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Data package providing Apertium language resources for Hindi.

apertium-id-ms
Transitional dummy package for apertium-ind-zlm
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This is a transitional dummy package. It can safely be removed.

apertium-is-sv
Transitional dummy package for apertium-isl-swe
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This is a transitional dummy package. It can safely be removed.

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

apertium-isl-eng
Apertium - prekladové dáta dvojice islandčina-angličtina
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Balík dát, ktorý poskytuje zdroje Apertium na preklad medzi jazykmi islandčina a angličtina.

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

apertium-kaz
Apertium - dáta jednotlivého jazyka - kazaština
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Balík dát, ktorý poskytuje zdroje Apertium v jazyku kazaština.

apertium-kaz-tat
Apertium - prekladové dáta dvojice kazaština-tatárčina
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Balík dát, ktorý poskytuje zdroje Apertium na preklad medzi jazykmi kazaština a tatárčina.

apertium-mk-bg
Transitional dummy package for apertium-mkd-bul
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bookworm0.2.1-2all
sid0.2.1-2all
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This is a transitional dummy package. It can safely be removed.

apertium-mk-en
Transitional dummy package for apertium-mkd-eng
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bookworm0.1.3-2all
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This is a transitional dummy package. It can safely be removed.

apertium-mlt-ara
Apertium - prekladové dáta dvojice maltčina-arabčina
Versions of package apertium-mlt-ara
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bullseye0.2.0~r62623-2.1all
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sid0.2.0~r62623-3all
upstream0.2.1
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Newer upstream!
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Balík dát, ktorý poskytuje zdroje Apertium na preklad medzi jazykmi maltčina a arabčina.

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 - prekladové dáta dvojice nórsky nynorsk-nórsky bokmål
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Balík dát, ktorý poskytuje zdroje Apertium na preklad medzi jazykmi nórsky nynorsk a nórsky bokmål.

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 - prekladové dáta dvojice okcitánčina-katalánčina
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jessie1.0.5-1.1amd64,armel,armhf,i386
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bookworm1.0.7-1all
bullseye1.0.6~r57551-4all
buster1.0.6~r57551-3all
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Balík dát, ktorý poskytuje zdroje Apertium na preklad medzi jazykmi okcitánčina a katalánčina.

apertium-oc-es
Apertium - prekladové dáta dvojice okcitánčina-španielčina
Versions of package apertium-oc-es
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bookworm1.0.8-1all
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sid1.0.8-1all
bullseye1.0.6~r57551-4all
jessie1.0.5-1.1amd64,armel,armhf,i386
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Balík dát, ktorý poskytuje zdroje Apertium na preklad medzi jazykmi okcitánčina a španielčina.

apertium-oci
Apertium single language data for Occitan
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Data package providing Apertium language resources for Occitan.

apertium-pol
Apertium single language data for Polish
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Data package providing Apertium language resources for Polish.

apertium-pol-szl
Apertium translation data for the Polish-Silesian pair
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Data package providing Apertium language resources for translating between the Polish and Silesian languages.

apertium-pt-ca
Transitional dummy package for apertium-por-cat
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trixie0.10.1-2all
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This is a transitional dummy package. It can safely be removed.

apertium-pt-gl
Apertium - prekladové dáta dvojice portugalčina-galícijčina
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trixie0.9.3-1all
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Balík dát, ktorý poskytuje zdroje Apertium na preklad medzi jazykmi portugalčina a galícijčina.

apertium-rus
Apertium single language data for Russian
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Data package providing Apertium language resources for Russian

apertium-separable
Reordering separable/discontiguous multiwords
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bullseye0.3.6-2amd64,arm64,armel,armhf,i386,mips64el,mipsel,ppc64el,s390x
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trixie0.6.1-1amd64,arm64,armel,armhf,i386,mips64el,ppc64el,s390x
bookworm0.6.1-1amd64,arm64,armel,armhf,i386,mips64el,mipsel,ppc64el,s390x
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Apertium module for reordering separable/discontiguous multiwords.

apertium-sme-nob
Apertium - prekladové dáta dvojice severná saamčina-nórsky bokmål
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buster0.6.0~r61921-2all
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Balík dát, ktorý poskytuje zdroje Apertium na preklad medzi jazykmi severná saamčina a nórsky bokmål.

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

apertium-spa-arg
Apertium - prekladové dáta dvojice španielčina-aragónčina
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Balík dát, ktorý poskytuje zdroje Apertium na preklad medzi jazykmi španielčina a aragónčina.

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

apertium-srd-ita
Apertium - prekladové dáta dvojice sardínčina-taliančina
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Balík dát, ktorý poskytuje zdroje Apertium na preklad medzi jazykmi sardínčina a taliančina.

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

apertium-swe-dan
Apertium - prekladové dáta dvojice švédčina-dánčina
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Balík dát, ktorý poskytuje zdroje Apertium na preklad medzi jazykmi švédčina a dánčina.

apertium-swe-nor
Apertium - prekladové dáta dvojice švédčina-nórčina
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Balík dát, ktorý poskytuje zdroje Apertium na preklad medzi jazykmi švédčina a nórčina.

apertium-szl
Apertium single language data for Silesian
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Data package providing Apertium language resources for Silesian.

apertium-tat
Apertium - dáta jednotlivého jazyka - tatárčina
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Balík dát, ktorý poskytuje zdroje Apertium v jazyku tatárčina.

apertium-tur
Apertium single language data for Turkish
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Data package providing Apertium language resources for Turkish.

apertium-ukr
Apertium single language data for Ukrainian
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Data package providing Apertium language resources for Ukrainian.

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

apertium-urd-hin
Apertium - prekladové dáta dvojice urdčina-hindčina
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Balík dát, ktorý poskytuje zdroje Apertium na preklad medzi jazykmi urdčina a hindčina.

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 Centre for Language and Speech Technology (Radboud University, Nijmegen) and prior to that of ILK Research Group (Tilburg University, The Netherlands) and the CLiPS Research Centre (University of Antwerp, Belgium). It is currently maintained at the KNAW Humanities Cluster.

libapache-opennlp-java
machine learning based toolkit for the processing of natural language text
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The Apache OpenNLP library is a machine learning based toolkit for the processing of natural language text. It supports the most common NLP tasks, such as tokenization, sentence segmentation, part-of-speech tagging, named entity extraction, chunking, parsing, and coreference resolution. These tasks are usually required to build more advanced text processing services. OpenNLP also included maximum entropy and perceptron based machine learning.

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

libfasttext-dev
Header files of fastText
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fastText is a library for efficient learning of word representations and sentence classification, which refers subword information to enrich word vectors. This package contains header files for development.

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, in the scope of projects like CLARIN-NL and CLARIAH.

This package provides the FoLiA header files required to compile C++ programs that use libfolia and implements FoLiA v2.5.1.

libmbt-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 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.

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

libopennlp-maxent-java
OpenNLP Maximum Entropy Package
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Maximum entropy is a powerful method for constructing statistical models of classification tasks, such as part of speech tagging in Natural Language Processing. Several example applications using maxent can be found in the OpenNLP Tools Library.

libsentencepiece-dev
Header files of SentencePiece
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SentencePiece is an unsupervised text tokenizer/detokenizer mainly designed for Neural Network-based text generation systems where the vocabulary size is predetermined prior to the neural model training.

libticcutils-dev
utility functions used in the context of Natural Language Processing (headers)
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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.

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.

libtimbl-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.

libtimblserver-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.

libucto-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 that make your text suited for further processing such as indexing, part-of-speech tagging, or machine translation.

This package provides C++ headers for the programming library.

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), the KNAW Humanities Cluster, 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.

python3-fasttext
fastText binding for Python3
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fastText is a library for efficient learning of word representations and sentence classification, which refers subword information to enrich word vectors.

python3-fasttext is its binding for Python3.

python3-gensim
Python framework for fast Vector Space Modelling
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Gensim is a Python library for topic modelling, document indexing and similarity retrieval with large corpora. The target audience is the natural language processing (NLP) and information retrieval (IR) community.

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-sentencepiece
SentencePiece binding for Python3
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SentencePiece is an unsupervised text tokenizer/detokenizer mainly designed for Neural Network-based text generation systems where the vocabulary size is predetermined prior to the neural model training.

python3-sentencepiece is its binding for Python3.

python3-snowballstemmer
Pure Python Snowball stemming library
Maintainer: Stefano Rivera
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Snowball provides access to efficient algorithms for calculating a "stemmed" form of a word. This is a form with most of the common morphological endings removed; hopefully representing a common linguistic base form. This is most useful in building search engines and information retrieval software; for example, a search with stemming enabled should be able to find a document containing "cycling" given the query "cycles".

Snowball provides algorithms for several (mainly European) languages. It also provides access to the classic Porter stemming algorithm for English: although this has been superseded by an improved algorithm, the original algorithm may be of interest to information retrieval researchers wishing to reproduce results of earlier experiments.

This package contains the pure Python module that implements Snowball algorithms. When python3-stemmer package (which contains the C extension) is installed, it uses that extension instead of the pure Python code.

python3-streamparser
Python library to parse Apertium stream format
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This package provides Python 3 library, streamparser, to parse Apertium stream format.

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.

tfdocgen
TiLP framework documentation generator
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The tfdocgen program is a program used by the libti2 libraries to generate their HTML documentation from sources and misc files. You don't need this package unless you want to develop on the libti2 libraries.

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

spacy
Industrial-strength Natural Language Processing (NLP)
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Version: 2.2.3-1

spaCy is a library for advanced Natural Language Processing in Python and Cython. It’s built on the very latest research, and was designed from day one to be used in real products. spaCy comes with pre-trained statistical models and word vectors, and currently supports tokenization for 30+ languages. It features the fastest syntactic parser in the world, convolutional neural network models for tagging, parsing and named entity recognition and easy deep learning integration.

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.

No known packages available but some record of interest (WNPP bug)

python3-timbl - wnpp
Python bindings for the Tilburg Memory Based Learner (Timbl)
Responsible: Maarten van Gompel
License: unknown
Debian package not available

python-timbl is a Python extension module wrapping the full TiMBL C++ programming interface. With this module, all functionality exposed through the C++ interface is also available to Python scripts. Being able to access the API from Python greatly facilitates prototyping TiMBL-based applications.

TiMBL is an open source software package implementing several memory-based learning algorithms, among which IB1-IG, an implementation of k-nearest neighbor classification with feature weighting suitable for symbolic feature spaces, and IGTree, a decision-tree approximation of IB1-IG. All implemented algorithms have in common that they store some representation of the training set explicitly in memory. During testing, new cases are classified by extrapolation from the most similar stored cases.

The Python module offers both a high-level as well as a low-level interface, the former is very Pythonic and easy to use while the latter offers the full API.

No known packages available

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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