NLTK: the Natural Language Toolkit
ETMTNLP '02 Proceedings of the ACL-02 Workshop on Effective tools and methodologies for teaching natural language processing and computational linguistics - Volume 1
Building computational grids with apple's Xgrid middleware
ACSW Frontiers '06 Proceedings of the 2006 Australasian workshops on Grid computing and e-research - Volume 54
Implementing and evaluating phrasal query suggestions for proximity search
Information Systems
Walk the talk: connecting language, knowledge, and action in route instructions
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Populating a domain ontology from web historical dictionaries and encyclopedias
Proceedings of the 2008 Euro American Conference on Telematics and Information Systems
Multidisciplinary instruction with the Natural Language Toolkit
TeachCL '08 Proceedings of the Third Workshop on Issues in Teaching Computational Linguistics
Studying discourse and dialogue with SIDGrid
TeachCL '08 Proceedings of the Third Workshop on Issues in Teaching Computational Linguistics
A syntactic resource for Thai: CG treebank
ALR7 Proceedings of the 7th Workshop on Asian Language Resources
Identification of transliterated foreign words in Hebrew script
CICLing'08 Proceedings of the 9th international conference on Computational linguistics and intelligent text processing
Learning simple Wikipedia: a cogitation in ascertaining abecedarian language
CL&W '10 Proceedings of the NAACL HLT 2010 Workshop on Computational Linguistics and Writing: Writing Processes and Authoring Aids
A comparison of word similarity measures for noun compound disambiguation
AICS'09 Proceedings of the 20th Irish conference on Artificial intelligence and cognitive science
Dialogue act modeling in a complex task-oriented domain
SIGDIAL '10 Proceedings of the 11th Annual Meeting of the Special Interest Group on Discourse and Dialogue
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part I
Clairlib: a toolkit for natural language processing, information retrieval, and network analysis
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: Systems Demonstrations
A system for adaptive information extraction from highly informal text
NLDB'11 Proceedings of the 16th international conference on Natural language processing and information systems
Using semantic similarity to predict angle and distance of objects in images
C&C '11 Proceedings of the 8th ACM conference on Creativity and cognition
Regression and ranking based optimisation for sentence level machine translation evaluation
WMT '11 Proceedings of the Sixth Workshop on Statistical Machine Translation
Identifying helpful reviews based on customer's mentions about experiences
Expert Systems with Applications: An International Journal
Extracting fine-grained durations for verbs from Twitter
ACL '12 Proceedings of ACL 2012 Student Research Workshop
DOMCAT: a bilingual concordancer for domain-specific computer assisted translation
ACL '12 Proceedings of the ACL 2012 System Demonstrations
Extracting and modeling durations for habits and events from Twitter
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Short Papers - Volume 2
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The Natural Language Toolkit is a suite of program modules, data sets, tutorials and exercises, covering symbolic and statistical natural language processing. NLTK is written in Python and distributed under the GPL open source license. Over the past three years, NLTK has become popular in teaching and research. We describe the toolkit and report on its current state of development.