Search Results for "corpora"
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Showing 77 open source projects for "corpora"
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gensim
Topic Modelling for Humans
Gensim is a Python library for topic modeling, document indexing, and similarity retrieval with large corpora. The target audience is the natural language processing (NLP) and information retrieval (IR) community. -
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IMS Open Corpus Workbench
Indexing and query tools for very large text corpora
The IMS Open Corpus Workbench is a collection of tools for managing and querying large text corpora (100 M words and more) with linguistic annotations. Its central component is the flexible and efficient query processor CQP, which can be used interactively in a terminal session, as a backend e.g. from a Perl script, or through the Web-based GUI CQPweb. -
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TXM
Unicode-XML-TEI text/corpus analysis platform
TXM is a free and open-source cross-platform Unicode & XML based text/corpus analysis environment and graphical client, supporting Windows, Linux and Mac OS X. It can also be used online as a J2EE standard compliant web portal (GWT based) with access control built in. DOWNLOAD LATEST VERSION OF TXM : http://textometrie.ens-lyon.fr/spip.php?rubrique61&lang=en TXM offers a comprehensive range of analysis tools (concordances, collocate search, frequency lists, etc.) based on the powerfull... -
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Tokenized Text Aligner
Aligns tokens in two versions of a text with differing tokenization.
This tool performs token-by-token alignment of two versions of a text with differing tokenization by interpreting the results of a file diff (https://docs.python.org/3/library/difflib.html). It is intended for use in the preparation of annotated linguistic corpora, where differences in tokenization may arise (i) following corrections or modifications to the source text or (ii) through the creation of different layers of annotation (part-of-speech, treebank) requiring different tokenization... -
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JoBimText
Linking Language to Knowledge with Distributional Semantics
JobimText is a software solution for automatic text expansion using contextualized distributional similarity. It provides text analysis tools for large corpora and has capabilities to create distributional semantic models (JoBimText models) and multi-word expressions. -
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Linguistic Analyzer
The Linguistic Analyzer is a tool for corpus analysis and comparison
The Linguistic Analyzer (Almuhalil Alloghawy) is a free tool designed by a team from Al-Imam Muhammad bin Saud islamic university that can be used for corpus analysis and comparison in terms of the several linguistic characteristics, such as frequency lists generation, concordances, collocation extraction, the difference between two words, and keyword identification. -
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43 queries of various topics for the Information Retrieval Collection . The corpus is created from the OSAC corpus of journalistic texts consisting of 4763 articles recovered from the Arabic BBC News. https://sourceforge.net/projects/ar-text-mining/files/Arabic-Corpora/
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PyTorch SimCLR
PyTorch implementation of SimCLR: A Simple Framework
For quite some time now, we know about the benefits of transfer learning in Computer Vision (CV) applications. Nowadays, pre-trained Deep Convolution Neural Networks (DCNNs) are the first go-to pre-solutions to learn a new task. These large models are trained on huge supervised corpora, like the ImageNet. And most important, their features are known to adapt well to new problems. This is particularly interesting when annotated training data is scarce. In situations like this, we take the models... -
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NLP Best Practices
Natural Language Processing Best Practices & Examples
In recent years, natural language processing (NLP) has seen quick growth in quality and usability, and this has helped to drive business adoption of artificial intelligence (AI) solutions. In the last few years, researchers have been applying newer deep learning methods to NLP. Data scientists started moving from traditional methods to state-of-the-art (SOTA) deep neural network (DNN) algorithms which use language models pretrained on large text corpora. This repository contains examples... -
Manage your enterprise’s compensation lifecycle and accurately recognize top performers with a digitized, integrated system. Keep employees invested and your HR team in control while preventing compensation chaos.
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POWLA
OWL/RDF representation for linguistic corpora
POWLA is a formalism that allows to represent linguistic corpora in RDF. POWLA is an OWL/DL formalization of an abstract data model, PAULA (http://www.sfb632.uni-potsdam.de/d1/paula/doc), that has been developed to represent (a) any type of linguistic annotation applicable to textual data, and (b) any combination of annotation layers. For a detailed motivation of POWLA and its application to facilitate interoperability of annotated corpora, see Christian Chiarcos (to appear 2012... -
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Word frequency and diversity (distribution) across hundreds of corpora. You'll see both the lemma and the various forms.
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Arabic Rare Words Project
Text Analysis Egyptian Schoolbooks
The purpose is to compare the most common words in the language with the words used in textbooks for students in Egyptian schools. The frequency can help scholars and teachers better teach reading. -
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OLiA
OWL/DL ontologies for linguistic annotations
.../) and ISOcat (http://www.isocat.org) The OLiA ontologies were originally developed as part of an infrastructure for the sustainable maintenance of linguistic resources (http://www.sfb441.uni-tuebingen.de/c2/index-engl.html), their fields of application include the formalization of annotation schemes, concept-based querying over heterogeneously annotated corpora, and the development of interoperable NLP pipelines. -
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@Note2
@Note2 - A workbench for Biomedical Text Mining
Biomedical Text Mining (BioTM) is providing valuable approaches to the automated curation of scientific literature. -
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Arabic Corpus
Text categorization, arabic language processing, language modeling
The Arabic Corpus {compiled by Dr. Mourad Abbas ( http://sites.google.com/site/mouradabbas9/corpora ) The corpus Khaleej-2004 contains 5690 documents. It is divided to 4 topics (categories). The corpus Watan-2004 contains 20291 documents organized in 6 topics (categories). Researchers who use these two corpora would mention the two main references: (1) For Watan-2004 corpus ---------------------- M. Abbas, K. Smaili, D. Berkani, (2011) Evaluation of Topic Identification Methods... -
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concordia
Powerful search library, best suited for computer-aided translation
Concordia - Roman goddess of agreement. Concordance searcher - tool for translators who need their translations to "agree" with one standard. Concordia is a C++ library for fast text lookup in large corpora. It uses a RAM stored index, which takes up approximately 600MB of memory for a corpus of 2 million sentences. It is based on the idea of a suffix array, enhanced by the presence of other auxiliary data structures. The effects are stunning - Concordia is able to do simple substring... -
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Queries for OSAC (Arabic) Corpus
43 Queries for Arabic Information Retrieval Collection
43 queries of various topics for the Information Retrieval Collection . The corpus is created from the OSAC corpus of journalistic texts consisting of 4763 articles recovered from the Arabic BBC News. https://sourceforge.net/projects/ar-text-mining/files/Arabic-Corpora/ -
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Ghawwas_V4
An open source system for Arabic corpora processing
Ghawwas (previously known as Khawas) is an open source system for Arabic corpora processing. Ghawwas V4.0 provides the following main functions: a. Frequency list for single word and N-Grams b. Concordance c. Collocation (MI, CHI Squared, LL, T-Score, Z Score, Dice, Log Dice, Weirdness Coefficient) d. Lexical patterns search e. Two corpora frequency profile comparison based on MI, CHI, LL, T-Score, Z Score, Dice, Log Dice, Weirdness Coefficient f. Accept Windows and UTF-8 character... -
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HipparchiaServer
front end to Hipparchia corpora: searching, browsing, concordances, texts, dictionaries, parsing
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rcqp
R interface to the Corpus Query Protocol
Implements the Corpus Query Protocol as a package for the R statistical environment. It allows to query linguistic corpora and manipulate the data as native R objects. It is based on the CWB software. -
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BioNLP-Corpora is a repository of biomedically and linguistically annotated corpora and biomedical data sources. There are many resources available in separate packages in this project.
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The Corpora contains 81,000 tagged words of Arabic resources (Contemporary Arabic (CCA) [1] and Arabic Wikipedia [2]) text with the basic tags (verb, noun, adjective). [1] http://www.comp.leeds.ac.uk/eric/latifa/research.htm. [2] http://ar.wikipedia.org.
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Scattertext 0.2.1
Beautiful visualizations of how language differs among document types
A tool for finding distinguishing terms in corpora and displaying them in an interactive HTML scatter plot. Points corresponding to terms are selectively labeled so that they don't overlap with other labels or points. -
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Yet another corpus manager. Allows for HTTP access to annotated text corpora, client does not need to install any special software to access the server (any browser with JavaScript support will do).
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Arabic business corpora
Arabic business and management corpus
This corpora is made up of 3 sub corpora as follows: 1) Management Corpus: 400 articles by Chairmans and CEOs of Arabic companies in the Middle East. 2) Economics News: 400 news articles from different Arabic online newspapers. 3) Stock market news, 400 articles collected from investing.com. The main corpora contains 1200 articles. The articles have been tagged using Stanford Arabic Part of Speech Tagger. Both plain text and tagged corpora are available to download, check the Files...