OLAC Record

Title:Natural Language Toolkit
Bibliographic Citation:http://hdl.handle.net/11372/LRT-280
Date (W3CDTF):2014-07-30T21:17:18Z
Date Available:2014-07-30T21:17:18Z
Description:Open source Python modules, linguistic data and documentation for research and development in natural language processing, supporting dozens of NLP tasks. NLTK includes the following software modules (~120k lines of Python code): Corpus readers interfaces to many corpora Tokenizers whitespace, newline, blankline, word, treebank, sexpr, regexp, Punkt sentence segmenter Stemmers Porter, Lancaster, regexp Taggers regexp, n-gram, backoff, Brill, HMM, TnT Chunkers regexp, n-gram, named-entity Parsers recursive descent, shift-reduce, chart, feature-based, probabilistic, dependency, ... Semantic interpretation untyped lambda calculus, first-order models, DRT, glue semantics, hole semantics, parser interface WordNet WordNet interface, lexical relations, similarity, interactive browser Classifiers decision tree, maximum entropy, naive Bayes, Weka interface, megam Clusterers expectation maximization, agglomerative, k-means Metrics accuracy, precision, recall, windowdiff, distance metrics, inter-annotator agreement coefficients, word association measures, rank correlation Estimation uniform, maximum likelihood, Lidstone, Laplace, expected likelihood, heldout, cross-validation, Good-Turing, Witten-Bell Miscellaneous unification, chatbots, many utilities NLTK-Contrib (less mature) categorial grammar (Lambek, CCG), finite-state automata, hadoop (MapReduce), kimmo, readability, textual entailment, timex, TnT interface, inter-annotator agreement
Identifier (URI):http://hdl.handle.net/11372/LRT-280
Language:No linguistic content
Language (ISO639):zxx
Type (DCMI):Software


Archive:  LINDAT/CLARIN digital library at the Institute of Formal and Applied Linguistics (ÚFAL), Faculty of Mathematics and Physics, Charles University
Description:  http://www.language-archives.org/archive/lindat.mff.cuni.cz
GetRecord:  OAI-PMH request for OLAC format
GetRecord:  Pre-generated XML file

OAI Info

OaiIdentifier:  oai:lindat.mff.cuni.cz:11372/LRT-280
DateStamp:  2016-04-06
GetRecord:  OAI-PMH request for simple DC format

Search Info

Citation: n.a. 2014. LINDAT/CLARIN digital library at the Institute of Formal and Applied Linguistics (ÚFAL), Faculty of Mathematics and Physics, Charles University.
Terms: dcmi_Software iso639_zxx

Up-to-date as of: Mon Feb 10 15:10:30 EST 2020