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ASV Toolbox is a modular collection of tools for the exploration of written language data. They work either on word lists or text and solve several linguis...ASV Toolbox is a modular collection of tools for the exploration of written language data. They work either on word lists or text and solve several linguistic classification and clustering tasks. The topics covered contain language detection, POS-tagging, base form reduction, named entity recognition, and terminology extraction.

great open source software with various functionality for text and NLP support. Has components for rule and dictionary based extraction, co-reference analy...great open source software with various functionality for text and NLP support. Has components for rule and dictionary based extraction, co-reference analysis.

MuNPEx is a multi-lingual noun phrase (NP) extraction component developed for the GATE architecture, implemented in JAPE. It currently supports English, Ge...MuNPEx is a multi-lingual noun phrase (NP) extraction component developed for the GATE architecture, implemented in JAPE. It currently supports English, German, French, and Spanish (in beta). MuNPEx requires a part-of-speech (POS) tagger to work and can additionally use detected named entities (NEs) to improve chunking performance. Please read the documentation (or source code) for more details.

XVIth European Symposium on Language for Special Purposes

SentiWordNet is a lexical resource for opinion mining. SentiWordNet assigns to each synset of WordNet three sentiment scores: positivity, negativity, objec...SentiWordNet is a lexical resource for opinion mining. SentiWordNet assigns to each synset of WordNet three sentiment scores: positivity, negativity, objectivity.

publications?

The TreeTagger is a tool for annotating text with part-of-speech and lemma information which has been developed within the TC project at the Institute for ...The TreeTagger is a tool for annotating text with part-of-speech and lemma information which has been developed within the TC project at the Institute for Computational Linguistics of the University of Stuttgart. The TreeTagger has been successfully used to tag German, English, French, Italian, Dutch, Spanish, Bulgarian, Russian, Greek, Portuguese, Chinese and old French texts and is easily adaptable to other languages if a lexicon and a manually tagged training corpus are available.

Online Demo of the TreeTagger. A tool for annotating text with part-of-speech and lemma information which has been developed at the Institute for Computati...Online Demo of the TreeTagger. A tool for annotating text with part-of-speech and lemma information which has been developed at the Institute for Computational Linguistics of the University of Stuttgart.

Shalmaneser is a supervised learning toolbox for shallow semantic parsing, i.e. the automatic assignment of semantic classes and roles to text. The system ...Shalmaneser is a supervised learning toolbox for shallow semantic parsing, i.e. the automatic assignment of semantic classes and roles to text. The system was developed for Frame Semantics; thus we use Frame Semantics terminology and call the classes frames and the roles frame elements. However, the architecture is reasonably general, and with a certain amount of adaption, Shalmaneser should be usable for other paradigms (e.g., PropBank roles) as well. Shalmaneser caters both for end users, and for researchers.

The Saarbrücken Lexical Semantics Acquisition Project

Krista Lagus, Samuel Kaski, and Teuvo Kohonen. Mining massive document collections by the WEBSOM method. Information Sciences, Vol 163/1-3, pp. 135-156, 20...Krista Lagus, Samuel Kaski, and Teuvo Kohonen. Mining massive document collections by the WEBSOM method. Information Sciences, Vol 163/1-3, pp. 135-156, 2004. До поиска (или просмотра) выполняется упорядочивание (рейтинг?) набора текстов в соответствии с их содержимым. Тексты отображаются на равномерный двумерный массив единиц. Для поиска: 1. выбирается документы с помощью поискового выражения; 2. используются указатели соседей в карте единиц (т.е. можно найти тексты, которые напрямую не соответствуют поисковым критериям). В статье: 1) обзор метода WEBSOM и его работы; 2) карта WEBSOM текстов энциклопедии Британника.

Reuters acquires text mining know-how via Clearforest

Andreas Hotho and Andreas Nürnberger and Gerhard Paa LDV Forum - GLDV Journal for Computational Linguistics and Language Technology20(1):19-62(2005)

Edda Leopold and Jörg Kindermann Machine Learning46(1-3):423-444(2002)

Gerard Salton and Christopher Buckley Information Processing and Management, page513--523. (1988)

Joachim Diederich and Jorg Kindermann and Edda Leopold and Gerhard Paass Applied Intelligence(2003)

Stephan Bloehdorn and Alessandro Moschitti CIKM '07: Proceedings of the sixteenth ACM conference on Conference on information and knowledge management, page861--864. New York, NY, USA, ACM, (2007)

Stephan Bloehdorn and Alessandro Moschitti ECIR, page307-318. (2007)

Michael Collins and Nigel Duffy Advances in Neural Information Processing Systems 14, page625--632. MIT Press, (2001)

Karen Spärck Jones Journal of Documentation(1972)

D. Mavroeidis and G. Tsatsaronis and M. Vazirgiannis and M. Theobald and G. Weikum Proceedings of the Ninth European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD), page181--192. Porto, Portugal, Springer, (2005)

Fabrizio Sebastiani ACM Comput. Surv.34(1):1--47(2002)

Georges Siolas and Florence d'Alché Buc IJCNN '00: Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN'00)-Volume 5, page5205. Washington, DC, USA, IEEE Computer Society, (2000)

Xin Li and Dan Roth Proceedings of the 19th international conference on Computational linguistics, page1--7. Morristown, NJ, USA, Association for Computational Linguistics, (2002)

Michael Collins and Nigel Duffy ACL '02: Proceedings of the 40th Annual Meeting on Association for Computational Linguistics, page263--270. Morristown, NJ, USA, Association for Computational Linguistics, (2002)

Thorsten Joachims Proceedings of ECML-98, 10th European Conference on Machine Learning, page137--142. Heidelberg et al., Springer, (1998)

Alessandro Moschitti and Fabio Massimo Zanzotto ICML '07: Proceedings of the 24th international conference on Machine learning, page649--656. New York, NY, USA, ACM, (2007)

Russell Swan and James Allan CIKM '99: Proceedings of the eighth international conference on Information and knowledge management, page38--45. New York, NY, USA, ACM, (1999)

Jon Kleinberg KDD '02: Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining, page91--101. New York, NY, USA, ACM, (2002)

Johannes Fürnkranz and Tom Mitchell and Ellen Riloff (1998) Working Notes of the AAAI/ICML Workshop on Learning for Text Categorization. .

Ellen Riloff Artificial Intelligence85(1-2):101-134(1996)

Ellen Riloff Connectionist, statistical, and symbolic approaches to learning for natural language processing, 1040, page275--289. Heidelberg, DE, Springer Verlag, (1996)