Apache OpenNLP 2015


Apache OpenNLP {related:}

Notes:

OpenNLP library is a machine learning based toolkit for the processing of natural language text.  OpenNLP includes maximum entropy and perceptron based machine learning.

Wikipedia:

See also:

100 Best Apache OpenNLP VideosApache OpenNLP 2012Apache OpenNLP 2013Apache OpenNLP 2014Apache OpenNLP & Coreference Resolution 2014Apache OpenNLP & Dialog SystemsOpenCCG (OpenNLP CCG Library)


Big data for Natural Language Processing: A streaming approach R Agerri, X Artola, Z Beloki, G Rigau, A Soroa – Knowledge-Based Systems, 2015 – Elsevier … Article suggestions will be shown in a dialog on return to ScienceDirect … Many Natural Language Processing (NLP) applications demand some basic linguistic processing (Tokenization, Part of … Constituent parser are those implemented by the Apache OpenNLP machine learning … Cited by 14 Related articles All 4 versions

Adapting existing natural language processing resources for cardiovascular risk factors identification in clinical notes A Khalifa, S Meystre – Journal of biomedical informatics, 2015 – Elsevier … Article suggestions will be shown in a dialog on return to ScienceDirect. … Natural Language Processing (NLP) techniques are needed to convert information from the unstructured text to … ConText, sentence boundary detectors and part-of-speech taggers from OpenNLP project [27 … Cited by 3 Related articles All 7 versions

Feature extraction approaches from natural language requirements for reuse in software product lines: A systematic literature review NH Bakar, ZM Kasirun, N Salleh – Journal of Systems and Software, 2015 – Elsevier … Help. Download PDF Opens in a new window. Article suggestions will be shown in a dialog on return to ScienceDirect. Help. Direct export. … Feature extraction approaches from natural language requirements for reuse in software product lines: A systematic literature review. … Cited by 9 Related articles All 5 versions

Big Data–Driven Natural Language–Processing Research and Applications V Gudivada, D Rao, V Raghavan – Big Data Analytics, 2015 – books.google.com … Natural Language Processing Applications NLP Application Name Machine Translation Information Extraction Topic Modeling Text Summarization Document Clustering Document Classification Question Answering Systems Dialog Systems Natural Language User Inter- faces … Cited by 6 Related articles

One-Class Classification Model Based on Lexical Information and Syntactic Patterns H Lee, M Choi, H Kim – Journal of KIISE, 2015 – koreascience.or.kr … 12. S Ryu, J Song, S Koo, GG Lee, “Detecting Multiple Domains from User’s Utterance in Spoken Dialog System,” Proc. of International Workshop Series On Spoken Dialogue Systems Technology, 2015. 13. … Available: https://opennlp.apache.org/ (downloaded 2014, Oct. 1). 14. … Cited by 1 Related articles

Generating grammars for natural language understanding from knowledge about actions and objects A Perzylo, S Griffiths, R Lafrenz… – 2015 IEEE International …, 2015 – ieeexplore.ieee.org … 1OpenCCG: The OpenNLP CCG Library – http://openccg … Giuliani, T. By, G. Panin, and A. Knoll, “Integrating language, vision and action for human robot dialog systems,” in … 16] M. Scheutz, R. Cantrell, and P. Schermerhorn, “Toward humanlike task-based dialogue processing for … Cited by 1 Related articles All 6 versions

[BOOK] Natural language processing with Java RM Reese – 2015 – books.google.com … using both the Java SE SDK and other libraries, such as OpenNLP and Stanford … files to be added to the Libraries category of the Projects Properties dialog box. … of study using computer science, artificial intelligence, and formal linguistics concepts to analyze natural language. … Cited by 2 Related articles All 2 versions

Constraint Based Nlp Engine NS KHAN, A Abid – VAWKUM Transactions on Computer Sciences, 2015 – vfast.org … The project was named as SHRDLU which was a system capable of participating in a dialogue about a … stories, selective sentences they were tagged using the Penn Tree bank [17] using Apache OpenNLP machine learning based natural language processing toolkit … Related articles All 3 versions

[BOOK] Advanced Applications of Natural Language Processing for Performing Information Extraction MJF Rodrigues, AJ da Silva Teixeira – 2015 – Springer … of the topics covered in this series include the presentation of real life com- mercial deployment of spoken dialog systems, contemporary … 1.4 Natural Language Processing … represent the content of text, to build a database or generate summaries, or to maintain a dialogue with a … Related articles All 4 versions

Natural Language Processing T Arnold, L Tilton – Humanities Data in R, 2015 – Springer … Page 4. 134 9 Natural Language Processing … 9.1.5 The distribution shows a sharp peak of sentences less than ten tokens longer; this is fairly short, particularly when considering that punctuation is included in this count. It is likely a product of the heavy use of dialogue in the text. … Related articles

Natural Language Processing for Social Media A Farzindar, D Inkpen – Synthesis Lectures on Human …, 2015 – morganclaypool.com … Semantic Role Labeling Martha Palmer, Daniel Gildea, and Nianwen Xue 2010 Spoken Dialogue Systems Kristiina Jokinen and Michael McTear 2009 Introduction to Chinese Natural Language Processing Kam-Fai Wong, Wenjie Li, Ruifeng Xu, and Zheng-sheng Zhang 2009 … Cited by 6 Related articles All 5 versions

Lights, Camera, Action: Knowledge Extraction from Movie Scripts N Tandon, G Weikum, G Melo, A De – Proceedings of the 24th …, 2015 – dl.acm.org … This would be a valuable asset for interpreting user intentions in natural-language querying or dialogs … into scenes, descriptions of scene settings/locations, speakers and the full dialog, etc. … the sen- tence with the ClausIE tool [3]. We then run OpenNLP (opennlp .sourceforge.net … Cited by 3 Related articles All 8 versions

Formativee-Assessment Tool To Facilitate The Training Of Project Management Professionals MI DASC?LU, M NAVLEA, CN BODEA… – … of» eLearning and …, 2015 – ceeol.com … The evaluation of the answers is done automatically and the feedback is displayed in an informational dialog box, announcing the percentage of correctness. … Apache OpenNLP is a toolkit for natural language processing, operating with tokenization, sentence … Cited by 2 Related articles All 4 versions

VectorSLU: A continuous word vector approach to answer selection in community question answering systems Y Belinkov, M Mohtarami, S Cyphers… – SemEval-2015, 2015 – anthology.aclweb.org … This indicator is useful for detect- ing irrelevant dialogue answers. … OpenNLP. … In Proceedings of the 2012 Joint Conference on Empir- ical Methods in Natural Language Processing and Computational Natural Language Learning, EMNLP- CoNLL 2012, July 12-14, 2012, Jeju … Cited by 12 Related articles All 13 versions

The SoNLP-DP System in the CoNLL-2015 shared Task FKSLG Zhou – CoNLL 2015, 2015 – anthology.aclweb.org … role in natural language understanding that benefits a wide range of downstream natural language ap- plications … All our classifiers are trained using the OpenNLP maximum entropy package5 with the … In Proceedings of Second SIGdial Workshop on Dis- course and Dialogue. … Cited by 3 Related articles All 8 versions

An Approach to Sentiment Analysis for Mobile Speech Applications D Griol, JM Molina, A Sanchis, Z Callejas – International Workshop on …, 2015 – Springer … Despite its benefits, the recognition of emotions in dialog systems presents important challenges which are … parsing a text, it should be split into sentences by using the OpenNLP probabilistic Sentence … Wahlster, W. (ed.): SmartKom: Foundations of Multimodal Dialogue Systems. … Related articles

Using rhetorical structure in sentiment analysis A Hogenboom, F Frasincar, F De Jong… – Communications of the …, 2015 – dl.acm.org … Dialogue and Discourse 1, 3 (Dec. 2010), 1–33. 10. … In Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing (Singapore, Aug. … 25. Walenz, B. and Didion, J. OpenNLP, 2008; http://jwordnet.sourceforge.net/. back to top Authors. … Cited by 10 Related articles All 9 versions

A comprehensive information extraction module for reducing call handling time in a contact centre KIH Gunathunga, Y Priyadarshana, KKANN Perera… – academia.edu … important role in text related research and application areas such as text mining and dialogue systems … is based on extracting set of actions from the text with the usage of natural language processing techniques … Authors have used Apache OpenNLP API for the tokenizing process … Related articles All 2 versions

Linguistically motivated question classification A Chernov, V Petukhova, D Klakow – … of the 20th Nordic Conference of …, 2015 – ep.liu.se … Our system is primarily focused on the spoken natural language process- ing. … Questions from the real dialogue data were man- ually annotated with focus words, which allowed to test this algorithm. … OpenNLP chunker8 detects VP-chunks. … Cited by 1 Related articles All 11 versions

Fast or accurate?–a comparative evaluation of pos tagging models T Horsmann, N Erbs, T Zesch – Proceedings of the …, 2015 – gscl2015.inf.uni-due.de … 1 Introduction Part-of-Speech (PoS) tagging is one of the most important steps in Natural Language Processing (NLP). … de Tiger tiger STTS news Lbj en WSJ – PTB news Lbj OpenNLP en unknown maxent PTB unknown O-1 unknown perceptron PTB unknown O-2 … Cited by 3 Related articles All 2 versions

The conll-2015 shared task on shallow discourse parsing N Xue, HT Ng, S Pradhan, RPOC Bryant… – Proceedings of …, 2015 – aclweb.org … provided PDTB training set but was allowed to process the data using any publicly available (ie, non-proprietary) natural language processing tools … no AU KBC CRF++ for both arguments and sense, and rules MPQA, VerbNet, Brown clusters no CAS OpenNLP maxent phrase … Cited by 33 Related articles All 8 versions

Product Life Cycle Analytics–Next Generation Data Analytics on Structured and Unstructured Data L Kassner, C Gröger, B Mitschang, E Westkämper – Procedia CIRP, 2015 – Elsevier … Help. Download full text in PDF Opens in a new window. Article suggestions will be shown in a dialog on return to ScienceDirect. Help. … [21]; C. Hänig; Unsupervised Natural Language Processing for Knowledge Extraction from Domain-specific Textual Resources. … OpenNLP 2004. … Cited by 4 Related articles All 2 versions

Named entity recognition for Mongolian language Z Munkhjargal, G Bella, A Chagnaa… – … , Speech, and Dialogue, 2015 – Springer … is Named Entity Recognition (NER) that consists of identifying personal names, organization names, and location names within sentences of natural language text. … For the statistical classifer, we used the ME (OpenNLP v1.5.3), CRF (CRF++ v0.53) and SVM (Yamcha v0.33). … Cited by 1 Related articles All 3 versions

Fusion of sentiment analysis and emotion recognition to model the user’s emotional state D Griol, JM Molina… – Information Fusion (Fusion …, 2015 – ieeexplore.ieee.org … speech recognition (ASR), natural language understanding (NLU), dialog management (DM), natural language generation (NLG … of depth and width is carried out according to the dialog history, which … OpenNLP uses the Penn Treebank notation4, which consider 36 sort of part of … Related articles

An approach to improve kernel-based Protein–Protein Interaction extraction by learning from large-scale network data L Li, R Guo, Z Jiang, D Huang – Methods, 2015 – Elsevier … Help. Download PDF Opens in a new window. Article suggestions will be shown in a dialog on return to ScienceDirect. Help. … (2) OpenNLP: a toolkit for the processing of natural language text, such as tokenization, sentence segmentation, part-of-speech tagging. (3) … Cited by 6 Related articles All 4 versions

Experiments on Sentence Boundary Detection in User-Generated Web Content R López, TAS Pardo – … Conference on Intelligent Text Processing and …, 2015 – Springer … 14–21 (2003) 4. Baldridge, J.: The OpenNLP Project (2005), http://opennlp.apache.org … of the ACL-02 Workshop on Effective Tools and Methodologies for Teaching Natural Language Processing and … In: Proceedings of the 1st SIGdial Workshop on Discourse and Dialogue, pp. … Cited by 1 Related articles All 6 versions

Ontology-Based Textual Emotion Detection M Haggag, S Fathy, N Elhaggar – Citeseer … area of natural language processing. This paper shows a new method for emotion detection from text which depends on ontology. This method is depending on ontology extraction from the input sentence by using a triplet extraction algorithm by the OpenNLP parser, then make … Related articles

[Demo] A webtool for analyzing land-use planning documents MA Farvardin, E Kergosien, M Roche… – ISWC …, 2015 – hal.archives-ouvertes.fr … newspapers, and so on) is generally complex but useful for public policy dialogue and decision … in Section 2, we focus more precisely on the deployment of natural language processing methods to … 4 http://siso.teledetection.fr/ 5 https://opennlp.apache.org/ 6 http://www.opencalais … Related articles All 3 versions

Using Ontology-Based Context in the Portuguese-English Translation of Homographs in Textual Dialogues D Moussallem, R Choren – arXiv preprint arXiv:1510.01886, 2015 – arxiv.org … These terms are queried in OpenNLP [31], which returns part of speech of each word. … and technological knowledge to explore the scope of linguistics and machine translation into dialogue systems. … Phi DM-Dialog: an experimental speech-to-speech dialog translation system. … Cited by 1 Related articles All 6 versions

Rhetoric Map of an Answer to Compound Queries B Galitsky, D Ilvovsky, SO Kuznetsov – Volume 2: Short Papers – aclweb.org … of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Short … If the text contains a dialogue, and some question keywords are in a request and … com/p/relevance-based-on-parse- trees/(package opennlp. … Related articles All 8 versions

Semantic Formative E-Assessment for Project Management Professionals D Maria-Iuliana, B Constanta-Nicoleta… – … of Computer Based …, 2015 – ieeexplore.ieee.org … A variant of open-ended questions-based exams is the automated dialogue assessment through text mining, suitable for formative group assessment tasks [10]. … Apache OpenNLP, a toolkit for natural language processing, was also used for sentence segmentation … Related articles All 3 versions

SEMU: A semantic knowledge management system of musical information DHC Nguyen, N Arch-int, S Arch-int – Entertainment Computing, 2015 – Elsevier … Article suggestions will be shown in a dialog on return to ScienceDirect. … texts is reduced by combining MIR technique, Semantic Web technologies and Natural Language Processing (NLP … based data, the Information Extractor, which uses NLP toolkit (Apache OpenNLP 1 ) and … Related articles All 2 versions

Improving Telugu Dependency Parsing using Combinatory Categorial Grammar Supertags B Kumari, RR Rao – ACM Transactions on Asian and Low-Resource …, 2015 – dl.acm.org … Parsing is useful in major natural language processing applications like machine translation, word sense disambiguation, dialog systems, etc. This has led to the development of rule-based, statistical, and hybrid parsers. … We used OpenNLP MaxEnt5 for our experiments. … Cited by 1 Related articles

Exploiting Emoticons in Polarity Classification of Text. A Hogenboom, D Bal, F Frasincar, M Bal, F De Jong… – J. Web Eng., 2015 – people.few.eur.nl … by Exploiting Emoticons By means of a set of experiments, we evaluate our novel method of polarity classification of natural language text by … For POS tagging and lemmatization of words, we use the OpenNLP [3] POS tagger and the Java WordNet Library (JWNL) API [52 … Cited by 8 Related articles All 5 versions

Use of named entity recognition and co-reference resolution tools for segmenting english texts P Fragkou – Proceedings of the 19th Panhellenic Conference on …, 2015 – dl.acm.org … Effective natural language processing systems … Stanford NLP toolkits ([13]; http://nlp.stanford.edu/ index.shtml), Apache OpenNLP library (http://opennlp.apache.org … paper may be beneficial for other problems, such as noun phrase chunking, tutorial dialogue segmentation, social … Related articles

Towards automated evaluation of domain usability M Ba?íková, M Zbuška – Scientific Conference on Informatics, …, 2015 – ieeexplore.ieee.org … This way, a hierarchy of all terms extracted from the UI is created and each new window or a dialog represents a new graph of terms. … To recognize the word class we use natural language processing (NLP) method, concretely the OpenNLP library. … Related articles

Knowlywood: Mining activity knowledge from hollywood narratives N Tandon, G de Melo, A De, G Weikum – … of the 24th ACM International on …, 2015 – dl.acm.org … sort of data can greatly improve computer behavior in tasks like natural language dialog, scene understanding … techniques as well as from the scene description (before the dialog starts), eg … These are then fur- ther decomposed by applying the OpenNLP (opennlp.sourceforge.net … Cited by 8 Related articles All 7 versions

YodaQA: a modular question answering system pipeline P Baudiš – POSTER 2015-19th International Student Conference …, 2015 – ailao.eu … http://opennlp. apache.org/. … Semantic Web (2014). [18] MANNING, CD, SURDEANU, M., BAUER, J., FINKEL, J., BETHARD, SJ, AND MCCLOSKY, D. The stanford corenlp natural language processing toolkit. … In Text, speech and dialogue (2006), Springer, pp. 687– 694. … Cited by 10 Related articles All 5 versions

Building bing developer assistant Y Wei, N Chandrasekaran, S Gulwani, Y Hamadi – 2015 – research-srv.microsoft.com … Interactive documentation supplements a piece of code with a dialog interface for users to adapt the code, for example by specifying actual parameters, and choosing methods to call. … We use the natural language processing tool OpenNLP [18] to parse a user query … Cited by 3 Related articles All 6 versions

A multi-technique approach to bridge electronic case report form design and data standard adoption CH Lin, NY Wu, DM Liou – Journal of biomedical informatics, 2015 – Elsevier … Help. Download PDF Opens in a new window. Article suggestions will be shown in a dialog on return to ScienceDirect. Help. … In this step, we utilized natural language processing (NLP) to analyze the narrative study question using the Apache OpenNLP toolkit [33]. … Cited by 2 Related articles All 4 versions

NLP based congestive heart failure case finding: A prospective analysis on statewide electronic medical records Y Wang, J Luo, S Hao, H Xu, AY Shin, B Jin… – International journal of …, 2015 – Elsevier … Article suggestions will be shown in a dialog on return to ScienceDirect … Over the last decade, use of Natural Language Processing (NLP) to analyze the EMR narrative texts … sentence boundary detection against the confusion between period and decimal point using openNLP [27 … Cited by 3 Related articles All 6 versions

Automated systems for the de-identification of longitudinal clinical narratives: Overview of 2014 i2b2/UTHealth shared task Track 1 A Stubbs, C Kotfila, Ö Uzuner – Journal of biomedical informatics, 2015 – Elsevier … Article suggestions will be shown in a dialog on return to ScienceDirect. … The 2014 i2b2 1 /UTHealth 2 Natural Language Processing (NLP) shared task featured four tracks. … The team from Harbin Institute of Technology [32] pre-processed their data with the OpenNLP 4 system’s … Cited by 7 Related articles All 5 versions

SPARQL2AL: Translating SPARQL Queries to Arabic Language OS El-Radie, IM Alagha – library.iugaza.edu.ps … Because natural language generation from RDF data has recently become an important topic for research, this has led to the development of various systems generating natural language text from knowledge bases. … NL Natural Language NLP Natural Language Processing … Related articles

Using multiple sources of data for surveillance of postoperative venous thromboembolism among surgical patients treated in Department of Veterans Affairs hospitals, … RE Nelson, SD Grosse, NJ Waitzman, J Lin… – Thrombosis research, 2015 – Elsevier … Article suggestions will be shown in a dialog on return to ScienceDirect … Natural language processing (NLP) covers a set of methods that can efficiently extract unstructured EHR data … possible term in a document was then reviewed using the Apache OpenNLP Sentence Detector … Cited by 5 Related articles All 9 versions

Exploring effective features for recognizing the user intent behind web queries A Figueroa – Computers in Industry, 2015 – Elsevier … Article suggestions will be shown in a dialog on return to ScienceDirect. … longer, many times formulated with question words, and they are likely to resemble natural language text. … is in juxtaposition to tools aimed at case-sensitive documents such as MontyLingua, OpenNLP, 5 … Cited by 3 Related articles All 4 versions

Identifying digital threats in a hacker web forum M Macdonald, R Frank, J Mei… – 2015 IEEE/ACM …, 2015 – ieeexplore.ieee.org … found that natural language processing (NLP), with a dictionary specific to the clinical domain, was better able to identify … OpenNLP is a POS tagger which dissects and categorizes supplied text, splitting sentences into their base … First, sampling procedures ignored dialogue. … Cited by 3 Related articles All 3 versions

Identification and Disambiguation of Lexical Cues of Rhetorical Relations across Different Text Genres T Khazaei, L Xiao, RE Mercer – Workshop on Linking Models of Lexical, …, 2015 – aclweb.org … in- cluding the finest, that is, the Penn English Tree- bank4 tagset used by OpenNLP. … In Proceedings of the SIGdial Workshop on Discourse and Dialogue, pages 1–10 … In Proceedings of the Conference on Empirical Meth- ods in Natural Language Processing, pages 1245– 1255 … Related articles All 10 versions

Enabling policy making processes by unifying and reconciling corporate names in public procurement data. The CORFU technique JM Alvarez-Rodríguez, M Vafopoulos… – Computer Standards & …, 2015 – Elsevier … Article suggestions will be shown in a dialog on return to ScienceDirect. … Well-established APIs such as NLTK [27] for Python, Lingpipe [5], OpenNLP [24] or Gate [6 … Lucene and Solr search engines provide the proper building blocks to build natural-language based applications. … Cited by 3 Related articles All 7 versions

CPGS First Year Report K Cao – 2015 – cl.cam.ac.uk … 3.3 The corpus Data-driven approaches to natural language processing require the use of … While scripts convey dialogue, it is not as easy to get a sense of narrative by reading them, compared to … using the C&C tools for PoS tagging and dependency parsing and OpenNLP … Related articles All 2 versions

Introducing textual analysis tools for policy informatics: a case study of e-petitions L Hagen, TM Harrison, Ö Uzuner, T Fake… – Proceedings of the 16th …, 2015 – dl.acm.org … 2.1 Natural Language Processing Studies in the e-Government domain As citizen e-participation … NLP methods illustrates the potential to contribute to the political dialogue between leaders … Many NER systems—GATE [14], NETagger [7], OpenNLP [40], LBJ [25] and Stanford … Cited by 3 Related articles

Automated events identification in use cases J Jurkiewicz, J Nawrocki – Information and Software Technology, 2015 – Elsevier … can only give you answers [2]. Identifying of events that might happen during execution of a use-case step resembles a dialog in which a … It is discussed in Section 3. The mechanism for analysing a use-case step with a Natural Language Processing (NLP) tool is presented in … Cited by 2 Related articles All 2 versions

Towards an Arabic legal ontology based on documents properties extraction IB Mezghanni, F Gargouri – 2015 IEEE/ACS 12th International …, 2015 – ieeexplore.ieee.org … NLP toolkits are Stanford NLP2, GATE3 (General Architecture for Text Engineering), NLTK4(Natural Language Toolkit), OpenNLP5 … index.shtml 3https://gate.ac.uk 4https://www.nltk. org/ 5http://opennlp.apache.org … d’ontologie de domaine `a partir d’un corpus de dialogue oral …

Towards content-oriented patent document processing: Intelligent patent analysis and summarization S Brügmann, N Bouayad-Agha, A Burga… – World Patent …, 2015 – Elsevier … Article suggestions will be shown in a dialog on return to ScienceDirect. … MATE parsing environment, 4 GATE’s tokenizer, the Sentence Splitter from OpenNLP, and a … relevant content elements and assembles them using linguistic aggregation or natural language text generation … Cited by 3 Related articles All 2 versions

HelDroid: dissecting and detecting mobile ransomware N Andronio, S Zanero, F Maggi – International Workshop on Recent …, 2015 – Springer … or Dialog object, but we consider this extension exercise for the reader. 5 Implementation and Technical Details. This section describes the relevant technical details of HelDroid. 5.1 Natural Language Processing. We implement the Threatening Text Detector on top of OpenNLP, … Cited by 8 Related articles

HunTag3, a general-purpose, modular sequential tagger-chunking phrases in English and maximal NPs and NER for Hungarian I Endrédy, B Indig – 2015 – real.mtak.hu … 6. References Baldridge, Jason, 2005. The OpenNLP project. … TnT: a statistical part-of-speech tagger. In Proceedings of the sixth conference on Applied natural language processing. … In Lecture Notes in Computer Science: Text, Speech and Dialogue. Springer. … Related articles All 3 versions

A polarity analysis framework for Twitter messages ACES Lima, LN de Castro, JM Corchado – Applied Mathematics and …, 2015 – Elsevier … Help. Download PDF Opens in a new window. Article suggestions will be shown in a dialog on return to ScienceDirect. Help. Direct export. … Apache OpenNLP 8 : named here oNLP, is a machine learning based toolkit for the processing of natural language text; the POS … Cited by 3 Related articles All 6 versions

Boosting drug named entity recognition using an aggregate classifier I Korkontzelos, D Piliouras, AW Dowsey… – Artificial intelligence in …, 2015 – Elsevier … Article suggestions will be shown in a dialog on return to ScienceDirect. … NER is a large, well-studied field of natural language processing (NLP) [6]. Most publications … We used standard implementations of MaxEnt and Perceptron, parts of the Apache openNLP project (opennlp … Cited by 3 Related articles All 7 versions

[BOOK] Speech and Language Technology for Language Disorders K Beals, D Dahl, R Fink, M Linebarger – 2015 – books.google.com … The topics Chapter 1, written by Deborah Dahl, is a survey of the state of the art in speech and language technologies, including speech recognition, natural language understanding, dialog processing, natural language generation, and TTS. … Related articles All 2 versions

Boosting paraphrase detection through textual similarity metrics with abductive networks ESM El-Alfy, RE Abdel-Aal, WG Al-Khatib, F Alvi – Applied Soft Computing, 2015 – Elsevier … Article suggestions will be shown in a dialog on return to ScienceDirect. … The vast amount of information available through electronic media and over the Internet has motivated several research works in natural language processing, machine translation and information retrieval. … Cited by 4 Related articles All 3 versions

A research framework for pharmacovigilance in health social media: Identification and evaluation of patient adverse drug event reports X Liu, H Chen – Journal of biomedical informatics, 2015 – Elsevier … Article suggestions will be shown in a dialog on return to ScienceDirect. Help. Direct export. Export file. … As our study focuses on sentence level information extraction and processing, we segment each post into sentences with a natural language processing toolkit, OpenNLP. … Cited by 1 Related articles All 7 versions

Polarity classification using structure-based vector representations of text A Hogenboom, F Frasincar, F De Jong… – Decision support …, 2015 – Elsevier … Article suggestions will be shown in a dialog on return to ScienceDirect … To this end, we propose to classify the polarity of natural language text by using vector representations of text … order to identify the POS and lemma of each word thus identified, we use the OpenNLP [57] POS … Cited by 5 Related articles All 11 versions

Automatic ontology generation from patents using a pre-built library, WordNet and a class-based n-gram model Z Li, D Tate – International Journal of Product Development, 2015 – inderscienceonline.com … The goal of NLP is considered to be Natural Language Understanding (NLU) that is able to (1) paraphrase a given text … Typical applications of NLP include information retrieval, information extraction, question answering, machine translation, summarisation and dialogue systems … Cited by 3 Related articles

Detecting Non-reference and Non-anaphoricity O Uryupina, M Kabadjov, M Poesio – Citeseer … The news text from the WSJ portion of the Penn Treebank in the RST domain contain a large number of predicates and coordinations. Dialogue transcripts (Trains) and child fiction (PearStories), on the contrary, mostly contain very simple sentences with few nominal predicates. … Related articles All 5 versions

Semeval-2015 task 2: Semantic textual similarity, english, spanish and pilot on interpretability E Agirrea, C Baneab, C Cardiec, D Cerd… – Proceedings of the 9th …, 2015 – aclweb.org … The English subtask com- prised pairs from headlines and image descriptions, and it also introduced new genres, including answer pairs from a tutorial dialogue system and from Q&A websites, and pairs from a dataset tagged with com- mitted belief annotations. … Cited by 67 Related articles All 12 versions

PKDE4J: Entity and relation extraction for public knowledge discovery M Song, WC Kim, D Lee, GE Heo, KY Kang – Journal of biomedical …, 2015 – Elsevier … Article suggestions will be shown in a dialog on return to ScienceDirect. … The Stanford CoreNLP offers a variety of natural language processing tools, such as tokenization, sentence … Compared to a whitespace-based tokenizer and the statistical OpenNLP tokenizer, the Stanford … Cited by 9 Related articles All 5 versions

Towards a corpus-based analysis of evaluative scales associated with even V Gast, C Rzymski – Linguistik online, 2015 – bop.unibe.ch … corpus was first POS-tagged using an R-implementation of the Apache openNLP-tagger. … scores can obviously only provide rough approximations to attitudes expressed in natural language, for two … Carlson, Laurie M. (1983): Dialogue games: An approach to discourse analysis. … Related articles All 6 versions

Protein–protein interaction identification using a hybrid model Y Niu, Y Wang – Artificial intelligence in medicine, 2015 – Elsevier … Help. Download PDF Opens in a new window. Article suggestions will be shown in a dialog on return to ScienceDirect. Help. … Approaches for mining PPIs from biomedical text range from co-occurrence analysis to more sophisticated natural language processing systems. … Related articles All 6 versions

Combining three thriving business areas to enable monetisation for content providers and, ultimately, value to the end user JV Vidagany, B Smith, F Rodr – eChallenges e-2015 …, 2015 – ieeexplore.ieee.org … In order to provide Voice Dialog, Talkamatic Dialogue Manager (TDM) [24] is used as a Dialogue Manager and … uma/rec-uma-core.html [15] Wikipedia, “Natural language processing” https://en.wikipedia.org/wiki/Natural_language_processing [16] OpenNLP official website … Related articles

Towards Formative Assessment of e-Learners Using Concept Map VS Kumaran – International Journal of e-Education, e- …, 2015 – search.proquest.com … The CM generated by both teacher and learner is preprocessed to achieve a better performance when using Natural Language Processing (NLP) techniques to find the similarity between two concepts. … The tokenization is performed using the OpenNLP parser. … Dialog class. … Related articles All 3 versions

CrowdIntent: annotation of intentions hidden in online discussions I Morales-Ramirez, D Papadimitriou… – Proceedings of the Second …, 2015 – dl.acm.org … 8http://crowdcrafting.org/ 9http://nlp.stanford.edu/software/tokenizer.shtml 10https://opennlp.apache. org … to online discussions in other domains provided they use speech- act based natural language. … 642-02050-6 21 [2] N. Novielli and C. Strapparava, “Dialogue act classification … Cited by 1 Related articles All 3 versions

Towards non-monotonic sentence alignment X Quan, C Kit – Information Sciences, 2015 – Elsevier … Help. Download PDF Opens in a new window. Article suggestions will be shown in a dialog on return to ScienceDirect. Help. Direct export. … 1. Introduction. Automatic alignment of parallel corpora has been a fundamental task in natural language processing (NLP) for two decades … Related articles All 3 versions

Discourse Segmentation of German Texts U Sidarenka, A Peldszus, M Stede – Document-level school lesson quality …, 2015 – jlcl.org … Work on speech act assignment, which originated in the dialogue community but has spread to the annotation of social media contributions and … unit for each sentence identified by a customary sentence splitter (specifically, we are using the one from the OpenNLP tool suite5). … Cited by 1 Related articles All 2 versions

Associative Lexical Cohesion as a factor in Text Complexity MFBB Klebanov – academia.edu … 5 http://opennlp.apache.org … As is typical of narratives, substantial portions of Roll of Thunder consist of dialogue… … In contrast, Bat Loves the Night (Davies, 2001) has sentences that are fairly consistent in length and longer than the dialog-heavy sentences found in narratives. … Related articles All 2 versions

Heldroid: Fast and Efficient Linguistic-Based Ransomware Detection L Zuck – 2015 – indigo.uic.edu … We propose a novel – and, to the best of our knowledge, the first of its kind – approach for ransomware detection based on natural language processing, static source analysis … consists in over-imposing an unkillable full-screen alert dialog that can be dismissed only after … Related articles All 3 versions

On the creation of a clinical gold standard corpus in Spanish: Mining adverse drug reactions M Oronoz, K Gojenola, A Pérez, AD de Ilarraza… – Journal of biomedical …, 2015 – Elsevier … Article suggestions will be shown in a dialog on return to ScienceDirect. … In the context of the Third i2b2 Workshop on Natural Language Processing Challenges for Clinical Records … Textalytics 3 , FreeLing [24] and OpenNLP 4 provide general analyzers for Spanish, but they are … Cited by 3 Related articles All 5 versions

Speech-based Recommender Systems P Grasch – grasch.net … The developed prototype, SpeechRec, a conversational, knowledge-based recommender system, engages users in a human-like, mixed-initiative, spo- ken natural language dialog and incorporates lexical and paralinguistic po- larity into its recommendation strategy. … Related articles

The roles and recognition of haptic-ostensive actions in collaborative multimodal human–human dialogues L Chen, M Javaid, B Di Eugenio, M Žefran – Computer Speech & Language, 2015 – Elsevier … Article suggestions will be shown in a dialog on return to ScienceDirect … reference resolution for text is a standard module for many open source NLP toolkits: OpenNLP, 6 NLTK … Referring expressions in multimodal dialogue systems are more challenging to resolve, but also richer … Cited by 3 Related articles All 9 versions

Phrase Detectives M Poesio, J Chamberlain… – Ide, N., and Pustejovsky, J. …, 2015 – dces.essex.ac.uk Page 1. Phrase Detectives Massimo Poesio, Jon Chamberlain and Udo Kruschwitz Abstract In this Chapter we discuss Phrase Detectives, a Game-With-A-Purpose (GWAP) for anaphoric annotation that has been one of the first … Cited by 1 Related articles All 5 versions

QPLSA: Utilizing quad-tuples for aspect identification and rating W Luo, F Zhuang, W Zhao, Q He, Z Shi – Information Processing & …, 2015 – Elsevier … Username: Password: Remember me. | Not Registered? Forgotten username or password? Help. Download PDF Opens in a new window. Article suggestions will be shown in a dialog on return to ScienceDirect. Help. Direct export. Export file. … Related articles All 2 versions

Automatic assessment of syntactic complexity for spontaneous speech scoring S Bhat, SY Yoon – Speech Communication, 2015 – Elsevier … The expansion of natural language and speech processing capabilities have created new areas of application for use with the expanding … Currently, speech-enabled dialog systems allow learners to practice their speaking and listening with a virtual interlocutor (eg, SpeakESL … Cited by 1 Related articles

Intelligent News Aggregator for German with Sentiment Analysis D Ploch – Smart Information Systems, 2015 – Springer … The proposed quotation extraction approach works with the Apache OpenNLP maximum entropy part-of-speech tagger. … Sentiment analysis may also be performed to improve other natural language processing tasks that rely on factual data. … Cited by 1 Related articles All 3 versions

Automated classification and localization of daily deal content from the Web J Cuzzola, J Jovanovi?, E Bagheri, D Gaševi? – Applied Soft Computing, 2015 – Elsevier … Article suggestions will be shown in a dialog on return to ScienceDirect. … we make use of lexical knowledge bases, such as WordNet 1 , and natural language processing techniques … part of speech detection for features (B–H) was provided through the OpenNLP framework (http … Related articles All 6 versions

Extracting REST resource models from procedure-oriented service interfaces M Athanasopoulos, K Kontogiannis – Journal of Systems and Software, 2015 – Elsevier … Article suggestions will be shown in a dialog on return to ScienceDirect. … In this paper, we propose a resource extraction method in which service descriptions are analyzed, using natural language processing techniques and graph transformations, in order to yield a collection of … Cited by 3 Related articles All 3 versions

Unsupervised topic discovery in micro-blogging networks C Vicient, A Moreno – Expert Systems with Applications, 2015 – Elsevier … Article suggestions will be shown in a dialog on return to ScienceDirect. … that do not have exactly the same meaning (#pharmaceuticals, #pharmaceutical, #pharmacy, #pharmacology, #pharma); thus, standard stemming techniques used in Natural Language Processing may … Cited by 3 Related articles All 3 versions

Harmonised Shape Grammar in Design Practice A Kunkhet – 2015 – eprints.staffs.ac.uk … Page 2. i Abstract The aim of this thesis is to address the contextual and harmony issues in shape grammar (SG) by applying knowledge from the field of natural language processing (NLP). … the five natural language processing levels to a set of 3D humanoid characters. To … Related articles All 4 versions

Utilizing linguistically enhanced keystroke dynamics to predict typist cognition and demographics DG Brizan, A Goodkind, P Koch, K Balagani… – International Journal of …, 2015 – Elsevier … Article suggestions will be shown in a dialog on return to ScienceDirect … been markedly improved by the development of more sophisticated Natural Language Processing techniques … Sentence count: Utilizing Apache OpenNLP?s Sentence Detector (Baldridge, 2005), rather than … Cited by 3 Related articles All 3 versions

An Ontology-Based Arabic Question Answering System AW AbuTaha, IM Alagha – library.iugaza.edu.ps … There is a couple of open source natural language processing software, such as OpenNLP, Stanford parser etc. [13]. 2.2 Natural Language Processing (NLP) in the Arabic language Arabic language is currently the sixth most widely spoken language in the world. …

Semantic-based approach to improve the description and the discovery of Linguistic Web Services N Baklouti, B Gargouri, M Jmaiel – Engineering Applications of Artificial …, 2015 – Elsevier … Article suggestions will be shown in a dialog on return to ScienceDirect. Help. … Considering the richness of the linguistic knowledge, researchers in the Natural Language Processing (NLP for short) field have proposed many attempts to improve the description of LingWS using … Cited by 1 Related articles All 3 versions

Hybrid algorithms for preprocessing agglutinative languages and less-resourced domains effectively G Orosz – 2015 – real-phd.mtak.hu … MRE Mean Relative Error NLP Natural language processing OOV Out of vocabulary PoS Part-of-speech … Page 12. 1 Introduction 1.1 Preprocessing in natural language technology Natural language technology is present in our everyday life helping interactions between … Related articles All 4 versions

Directing Virtual Humans Using Play-Script Spatiotemporal Reasoning C Talbot – 2015 – webpages.uncc.edu … They are written in natural language, but are typically short and to the point statements to instruct an actor on their actions and movements. … Figure 6: Character Stage Directions Formatting Example The dialogue for the characters will be in regular text, prefixed by the character … Related articles

Integration of WebLicht Services for Fast Structural Kernel Generations and Feature Visualization in RapidMiner M Fitzner, K Morik, DIC Pölitz – 2015 – www-ai.cs.uni-dortmund.de … OpenNLP [TK_OpenNLP] Apache Software Foundation Apache License 2.0 … English, Spanish & Chinese; German: PoS tagging, NER, parsing only Natural Language Toolkit [TK_NLTK] Team NLTK Apache License 2.0 n-gram, PoS tagging, tokenization, NER English, Arabic … Related articles All 2 versions

Enforcing transparent access to private content in social networks by means of automatic sanitization A Viejo, D Sánchez – Expert Systems with Applications, 2015 – Elsevier … Article suggestions will be shown in a dialog on return to ScienceDirect. … Due to the fact that the textual messages published in a social network are assumed to lack of a regular structure, the proposed system uses several natural language processing tools to detect sensitive … Cited by 1 Related articles All 6 versions

CRFs based de-identification of medical records B He, Y Guan, J Cheng, K Cen, W Hua – Journal of biomedical informatics, 2015 – Elsevier … Article suggestions will be shown in a dialog on return to ScienceDirect. … of the 2014 i2b2/UTHealth Shared-Tasks and Workshop on Challenges in Natural Language Processing for … boundary detector and tokenizer modules in an existing open source toolkit, OpenNLP, 1 were … Cited by 2 Related articles All 6 versions

Health Analytics and Predictive Modeling: Four Essays on Health Informatics YK Lin – 2015 – arizona.openrepository.com … First, it can identify natural language expressions of clinical events and temporal information, such as … Second, it can normalize temporal expressions from natural language (eg, last Saturday) to explicit, machine-readable ISO-TimeML formats (eg, 2015-02-28). … Related articles

State of the Art in Cross-Media Analysis, Metadata Publishing, Querying and Recommendations P Aichroth, J Björklund, F Stegmaier, T Kurz, G Miller – 2015 – mico-project.eu … However, state-of-the-art natural language processing is often an expensive process aimed at already machine-readable strings, meaning that the graph is treated as a packed … Named entity recognition Regexps, Markov models Stanford NER, LingPipe, OpenNLP, Freeling … Cited by 1 Related articles

Social Power in Interactions: Computational Analysis and Detection of Power Relations V Prabhakaran – 2015 – cs.columbia.edu … CHAPTER 1. INTRODUCTION 2 orders and commands. It also includes choices participants make in terms of dialog structure, such … Page 26. CHAPTER 1. INTRODUCTION 4 cently, Natural Language Processing (NLP) techniques have been applied to predict power relations … Related articles

Automatic Video Scene Annotation and Summarization Framework (AVSAS) M Birara – 2015 – etd.aau.edu.et … HSV Hue, Saturation, Value Color Model HTK Hidden Markove Model Toolkit MSER Maximally Stable External Region NLP Natural Language Processing OCR Optical Character Recognition OpenCV Open Source Computer Vision POST Part Of Speech Tagger … Related articles All 2 versions

[BOOK] Lucene 4 Cookbook E Ng, V Mohan – 2015 – books.google.com … About the Reviewers Sujit Pal currently works in information retrieval and natural language processing in the … a variety of open-source tools such as Lucene, Hadoop, Mahout, Akka, OpenNLP, and so on … that you see on the screen, for example, in menus or dialog boxes, appear … Related articles All 5 versions

Profile-based summarisation for web site navigation A Alhindi, U Kruschwitz, C Fox, M Albakour – ACM Transactions on …, 2015 – dl.acm.org … Both single- document summarisation (SDS) and multi-document summarisation (MDS) have been investigated extensively and independently within the natural language processing (NLP) and information retrieval (IR) communities [Wan 2010]. … Cited by 2 Related articles All 7 versions

An encoding methodology for medical knowledge using SNOMED CT ontology S El-Sappagh, M Elmogy – Journal of King Saud University-Computer and …, 2015 – Elsevier … Article suggestions will be shown in a dialog on return to ScienceDirect. Help. Direct export. … Most automatic methodologies use Natural Language Processing (NLP) tools, such as OpenNLP. However, they must have manual steps to verify the selected concepts. … Cited by 1 Related articles All 2 versions

Combining quantitative and qualitative methods in digital analyses of literary style JB Herrmann – Antwerp, 8 & 9 June, 2015 – dhbenelux.org Page 49. 24 DHB–A Combining quantitative and qualitative methods in digital analyses of literary style J. Berenike Herrmann German Department Göttingen University bherrma1@ gwdg. de This talk reports on a methodological agenda for digital analyses of literary style. … Related articles All 2 versions

Package ‘qdap’ MT Rinker – 2015 – cran.case.edu … Imports chron, dplyr (>= 0.3), gdata, gender (>= 0.5.1), ggplot2 (>= 0.9.3.1), grid, gridExtra, igraph, methods, NLP, openNLP (>= 0.2-1 … ‘qdap’ is designed for transcript analysis, however, many functions are applicable to other areas of Text Mining/Natural Language Processing. … All 184 versions

A Decision Enhancement Studio For Water Asset Management PM Katumba – 2015 – rug.nl Page 1. 501855-L-bw-Katumba A DECISION ENHANCEMENT STUDIO FOR WATER ASSET MANAGEMENT Proscovia M. Katumba Page 2. 501855-L-bw-Katumba A DECISION ENHANCEMENT STUDIO FOR WATER ASSET MANAGEMENT … Related articles All 2 versions

[BOOK] Machine Learning with Spark N Pentreath – 2015 – books.google.com … Words that you see on the screen, in menus or dialog boxes for example, appear in the text like this: “These can be obtained from the AWS homepage by clicking Account | Security Credentials | Access Credentials.” Warnings or important notes appear in a box like this. … Cited by 15 Related articles All 4 versions