Apache OpenNLP & Coreference Resolution 2015


Resources:

  • deepnl .. a deep learning nlp pipeline
  • ixa-pipes .. ready to use NLP tools (coreference resolution tool available soon)
  • lappsgrid .. provides facilities to select from hundreds of NLP tools to create workflows
  • meaningcloud .. affordable way to extract the meaning of unstructured content
  • opener .. set of ready to use tools to perform some natural language processing tasks
  • opennlp .. machine learning based toolkit for the processing of natural language
  • pkde4j .. entity and relation extraction for public knowledge discovery
  • textserver .. platform of language analysis services that can be used to process texts

Wikipedia:

See also:

Apache OpenNLP & Coreference Resolution 2014 | Stanford CoreNLP & Coreference Resolution 2014Stanford CoreNLP & Coreference Resolution 2015


Rule-based Coreference Resolution in German Historic Novels M Krug, F Puppe, F Jannidis, L Macharowsky… – … Linguistics for Literature, 2015 – aclweb.org … 3 Methods and data Coreference resolution is based on a NLP-pipeline including tokenization, sentence splitting, part of speech tagging, lemmatization … of newspaper articles, we have on average longer sentences with 24.2 tokens compared to 16.3 to- 1 https://opennlp. … Cited by 2 Related articles All 9 versions

Joint Event Trigger Identification and Event Coreference Resolution with Structured Perceptron J Araki, T Mitamura – junaraki.net … 2http://opennlp.apache.org/ … The main rea- son why the early update fell short of the stan- dard update in our setting is that joint event trigger identification and event coreference resolution is a much more difficult task since they require more complex knowledge and argument … Cited by 3 Related articles All 11 versions

Difficulties with computational coreference tracking: How to achieve ‘coherence in mind’ without a mind? PR Crosthwaite – Linguistic Research, 2015 – hub.hku.hk … The importance of this ‘global inference’ is now increasingly apparent in the field coreference resolution (Cai, Mujdricza-Maydt, and Strube 2011; Lee … It uses a pre-processor that accounts for tokenizing and POS tagging (from OPENNLP, Baldridge, 2005) and uses the Stanford … Related articles All 5 versions

Extending Tree Kernels towards Paragraphs B Galitsky, D Ilvovsky, SO Kuznetsov – gelbukh.com … p/ relevance-based-on-parse-trees and http://svn.apache.org/repos/asf/ opennlp/sandbox/opennlp- similarity. … Lee, Heeyoung, Angel Chang, Yves Peirsman, Nathanael Chambers, Mihai Surdeanu and Dan Jurafsky: Deterministic coreference resolution based on entity-centric … Related articles

Entity based co-reference resolution with name entity recognition using hierarchical classification SS Sonawane, PA Kulkarni – 2015 Annual IEEE India …, 2015 – ieeexplore.ieee.org … The two mentions are in a copulative subject-object and appositive relation is considered. Using OPENNLP POS tagger sentence are tagged in order to find proper noun/noun. … Analysis is represented in Figure. 9. Coreference resolution performance … Related articles

Big data for Natural Language Processing: A streaming approach R Agerri, X Artola, Z Beloki, G Rigau, A Soroa – Knowledge-Based Systems, 2015 – Elsevier … Classification (NERC), constituent parsing and coreference resolution. To avoid duplication of efforts, the supervised probabilistic algorithms used to train the POS tagger, NERC tagger and Constituent parser are those implemented by the Apache OpenNLP machine learning … Cited by 18 Related articles All 4 versions

An Approach for Ontology Population Based on Information Extraction Techniques R Benammar, A Trémeau, P Maret – … ” On the Move to Meaningful Internet …, 2015 – Springer … These results are coherent with [14]. So we used OpenNLP for sentence splitting. … An Application to the Italian Archaeological Domain 3(2), 40–50 (2015) 9. Soon, WM, Ng, HT, Lim, DCY: A machine learning approach to coreference resolution of noun phrases. … Cited by 1 Related articles

Event Nugget Detection using Thresholding and Classification Techniques T Satyapanich, T Finin – Eighth Text Analysis Conference – ebiquity.umbc.edu … around the event nugget that have the same part of speech as the event nugget. We used OpenNLP (Baldridge, 2005) to find part of speech of any words. … 2.4 Coreference Resolution We find the coreference chain by using Stanford CoreNLP (Manning, et.al., 2014) . … Related articles All 2 versions

CETUS–A Baseline Approach to Type Extraction M Röder, R Usbeck, R Speck, ACN Ngomo – Semantic Web Evaluation …, 2015 – Springer … 1. Baldridge, J.: The opennlp project (2005). 2. Consoli, S., Reforgiato, D.: Using fred for named entity resolution, linking and typing … Switzerland (2015). 6. Lee, H., Chang, A., Peirsman, Y., Chambers, N., Surdeanu, M., Jurafsky, D.: Deterministic coreference resolution based on … Cited by 10 Related articles All 4 versions

Mining Scientific Papers for Bibliometrics: a (very) Brief Survey of Methods and Tools I Atanassova, M Bertin, P Mayr – arXiv preprint arXiv:1505.01393, 2015 – arxiv.org … The Apache OpenNLP library (Baldridge, 2005) is a machine learning based toolkit for the processing of natural language text. … integrates many NLP tools, including a part-of-speech (POS) tagger, a named entity recognizer (NER), a parser, a coreference resolution system, a … Related articles All 6 versions

What happens next? Event prediction using a compositional neural network model M Granroth-Wilding, S Clark – 2015 – ccg.doc.gold.ac.uk … The observed event is marked in bold. tagging and dependency parsing and OpenNLP1 for phrase- structure parsing and coreference resolution. … 1 https://opennlp.apache.org/ 2 http://mark.granroth-wilding.co.uk/ papers/what happens next/ Page 4. … Cited by 4 Related articles All 4 versions

TextServer: Cloud-based Multilingual Natural Language Processing J Turmo – 2015 IEEE International Conference on Data …, 2015 – ieeexplore.ieee.org … TextServer offers a variety of analysis levels, ranging from tokenization or lemmatization to coreference resolution and semantic graph extraction, and aims to … 1http://opennlp.apache.org/ 2https://stanbol.apache.org/ 3https://console.ng.bluemix.net 4http://www.meaningcloud.com … Related articles All 5 versions

Yet another suite of multilingual NLP tools M Garcia, P Gamallo – International Symposium on Languages, …, 2015 – Springer … Stanford CoreNLP [11] is one of the best known suites, including modules like tokenizers, PoS-taggers, named entity recognizers, coreference resolution systems and … Another toolkit for NLP analysis written in Java is OpenNLP, 2 which performs most common NLP tasks. … Cited by 3 Related articles All 4 versions

The LAPPS Interchange Format M Verhagen, K Suderman, D Wang, N Ide… – … Workshop on Worldwide …, 2015 – Springer … typically appear in NLP pipelines, including multiple tokenizers, sentence splitters, POS taggers, named entity recognizers, coreference resolution modules, phrase … with the I/O requirements of commonly used NLP software (for example, the Stanford NLP tools and OpenNLP). … Cited by 1 Related articles All 2 versions

Iterative joint extraction of entities, relationships and coreferences from text sources S Žitnik, M Bajec – 2015 IEEE 9th International Conference on …, 2015 – ieeexplore.ieee.org … faster CRF training and inference and OpenNLP toolkit [56] for preprocessing tasks. John, He Jena, she OBI, there, It mechanic DIY market worksAt marriedTo hasProfession isA Ontology Data integration Named entity recognition Relationship extraction Coreference resolution … Related articles All 2 versions

Detecting Non-reference and Non-anaphoricity O Uryupina, M Kabadjov, M Poesio – Citeseer … As discussed in earlier Chapters, anaphora (or coreference) resolution is the task of identifying the (discourse) entity a mention refers to–which in most modern systems, in which entities are represented in terms of coreference chains (equiva- lence sets of mentions referring to … Related articles All 5 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 … by coreference resolution tasks in 2011 [25] and a temporal relations classification in 2012 [26]. To reduce development efforts, many authors have reused NLP tools or resources such as ConText, sentence boundary detectors and part-of-speech taggers from OpenNLP project … Cited by 4 Related articles All 7 versions

Deepnl: a deep learning nlp pipeline G Attardi – Proceedings of NAACL-HLT, 2015 – anthology.aclweb.org … OpenNLP3 is a machine learning library writ- ten in Java that supports the most common NLP tasks, such as tokenization, sentence segmenta- tion, POS tagging, named entity extraction, chunking, parsing, and coreference resolution. … The Pol- 3 http://opennlp. apache. … Cited by 7 Related articles All 9 versions

IXAGroupEHUSpaceEval:(X-Space) A WordNet-based approach towards the automatic recognition of spatial information following the ISO-Space annotation … H Salaberri, O Arregi, B Zapirain – Proceedings of the 9th …, 2015 – anthology.aclweb.org … semantic role la- beler (Choi and Palmer, 2012); for the recognition of named entities, on the other hand, the Apache OpenNLP name finder tool is used (Baldridge, 2005). Chains of coreference are identified using the Standford CoreNLP coreference resolution sys- tem … Cited by 1 Related articles All 11 versions

Social Media Mining with Natural Language Processing M Abdul-Mageed, M Dickinson – 2015 – scholarworks.iu.edu … the CoreNLP package) ? ClearNLP: http://www.clearnlp.com ? FreeLing: http://nlp.lsi.upc.edu/ freeling/ ? LingPipe: http://alias-i.com/lingpipe/ ? OpenNLP: http://opennlp.apache.org/index. html ? Natural Language Toolkit (NLTK): http://www.nltk.org/ ? Illinois tools: http …

CPGS First Year Report K Cao – 2015 – cl.cam.ac.uk … This consisted of 185 documents, with 394,534 tokens. These documents were then tokenised and processed, using the C&C tools for PoS tagging and dependency parsing and OpenNLP for named entity recognition and coreference resolution. At the same time, I … Related articles All 2 versions

Towards content-oriented patent document processing: Intelligent patent analysis and summarization S Brügmann, N Bouayad-Agha, A Burga… – World Patent …, 2015 – Elsevier … parser from B. Bohnet’s [2] MATE parsing environment, 4 GATE’s tokenizer, the Sentence Splitter from OpenNLP, and a … TOPAS’ lexical chain recognition module is based on the Stanford Deterministic Coreference Resolution System (henceforth, StCR) for English; see [22], [17 … Cited by 2 Related articles All 2 versions

OpeNER: Open tools to perform natural language processing on accommodation A Garc?a-Pablos, M Cuadros… – … Technologies in Tourism …, 2015 – books.google.com … Some of the provided tools are based on already available third-party tools, like Apache OpenNLP framework or DBpedia Spotlight that have been adapted and conve- niently wrapped to … Stanford’s multi-pass sieve coreference resolution system at the CoNLL-2011 shared task. … Cited by 1 Related articles

Design challenges for entity linking X Ling, S Singh, DS Weld – Transactions of the …, 2015 – tacl2013.cs.columbia.edu … To this end, VINCULUM applies a coreference resolution system (eg Lee et al. … 12OpenNLP NP Chunker: opennlp.apache.org 13adopted from AIDA (Hoffart et al., 2011) 14https://www. googleapis.com/freebase/v1/ search, restricted to no more than 220 candidates per query. … Cited by 15 Related articles All 14 versions

Opinion Mining: A Survey M Tech – ijarcce.com … OpenNLP – It perform the most common “NLP tasks, such as POS tagging, named entity extraction, chunking and coreference-resolution[9]” “http://opennlp.apache.org/. • Red Opal [11] –It is a tool that “allows the users to find the polarity of products based on their features. … Related articles All 2 versions

OpeNER: Open Tools to Perform Natural Language Processing on Accommodation Reviews A García-Pablos, M Cuadros, MT Linaza – Information and Communication …, 2015 – Springer … Some of the provided tools are based on already available third-party tools, like Apache OpenNLP framework or DBpedia Spotlight that have been adapted and conveniently wrapped to … Stanford’ s multi-pass sieve coreference resolution system at the CoNLL-2011 shared task. … Related articles All 2 versions

Information Extraction from Medical Social Media K Denecke – Health Web Science, 2015 – Springer … extraction process. Domain analysis comprises named entity recogni- tion, coreference resolution, relation extraction and template filling. Named-entity … see Sect. 7.2) and the OpenNLP natural language processing toolkit [92]. Its components … 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 … In fact, reference resolution for text is a standard module for many open source NLP toolkits: OpenNLP, 6 NLTK, 7 and GATE. 8. Referring expressions in multimodal dialogue systems are more challenging to resolve, but also richer. … Cited by 4 Related articles All 9 versions

Automatic Generation of Mind Maps from Essays A Zidek – 2015 – augustin.zidek.eu … The mind map extraction system consists of: • triplet, attributed triplet, multi-object triplet and attributed multi-object triplet extrac- tors using either OpenNLP or CoreNLP as the back … 6 2.1.3 Coreference resolution . . . . . 7 …

Sieve-based relation extraction of gene regulatory networks from biological literature S Žitnik, M Žitnik, B Zupan… – BMC …, 2015 – bmcbioinformatics.biomedcentral. … … The main novelty of our work here is the construction of a sequential analysis pipeline for extracting gene relations of various types from literature data (Figure 1). We demonstrate the effectiveness and applicability of our recently proposed coreference resolution system [21]. … Cited by 2 Related articles All 10 versions

A Sentiment Analysis Classification Approach to Assess the Emotional Content of Photographs D Griol, JM Molina – Ambient Intelligence-Software and Applications, 2015 – Springer … set of general-purpose libraries currently available, we have selected OpenNLP. 3 This library supports the most common NLP tasks, such as tokenization, sentence segmentation, part-of-speech tagging, named entity extraction, chunking, parsing, and coreference resolution. … Related articles All 3 versions

Veracity of Data: From Truth Discovery Computation Algorithms to Models of Misinformation Dynamics L Berti-Équille… – Synthesis Lectures on Data …, 2015 – morganclaypool.com Page 1. Veracity of Data From Truth Discovery Computation Algorithms to Models of Misinformation Dynamics Laure Berti-Équille Javier Borge-Holthoefer BE R T I-ÉQ UIL L E • BOR GE-HOL T HOE FE R VE R A CIT Y OF D A T A MO R GAN & CL A YPOO L … Cited by 7 Related articles All 3 versions

Construction and evaluation of event graphs G Glavaš, J Šnajder – Natural Language Engineering, 2015 – Cambridge Univ Press … For coreference resolution, we do not consider mentions other than event anchors (eg, we do not consider pronominal anaphoric mentions). … For this task we use the chunker from the OpenNLP library.3 Distributive patterns consider the cases in which one argument is shared … Cited by 2 Related articles All 4 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

Detecting Cancer Progression In Radiology Reports YU YAN – pdfs.semanticscholar.org … These problems include: (1) Absence of unary relations, coreference resolution and negation han- dling (2) No interactions between relations. … The relation extraction code was written in java with a heavy use of the following libraries: (a) Stanford CoreNLP (b) OpenNLP (2) The … All 2 versions

Seed, a natural language interface to knowledge bases B Eldesouky, H Maus, S Schwarz, A Dengel – International Conference on …, 2015 – Springer … NLP API. This component is implemented as a Java service which builds on two state-of-the-art NLP toolkits; Stanford CoreNLP [ 14 ] and Apache OpenNLP [ 1 ]. It can perform major NLP tasks such as named entity recognition, coreference resolution and relation extraction. … Cited by 2 Related articles

Building structured event indexes of large volumes of financial and economic data for decision making ICT 316404 M van Erp, P Vossen, R Agerri, AL Minard, M Speranza… – newsreader-project.eu Page 1. Annotated Data, version 2 Deliverable D3.3.2 Version DRAFT Authors: Marieke van Erp1, Piek Vossen1, Rodrigo Agerri3, Anne-Lyse Minard2, Manuela Speranza2, Ruben Urizar3, Egoitz Laparra3, Itziar Aldabe3, German Rigau3 Affiliation: (1) VUA, (2) FBK, (3) EHU … Related articles All 2 versions

Toward An Intelligent Requirements Tool for Modeling Use Cases and Domains in Object-Oriented Software Processes A Gasmalla, ME Yahia – 2015 – 41.67.20.41 … OpenNLP [8] [11] is a machine learning based toolkit for the processing of natural language text. … supports the most common NLP tasks, such as tokenization, sentence segmentation, part-of-speech tagging, named entity extraction, chunking, parsing, and coreference resolution. … Related articles All 4 versions

Open information extraction based on lexical semantics CC Xavier, VLS de Lima… – Journal of the …, 2015 – journal-bcs.springeropen.com … Thus, the use of coreference resolution would increase the number of informative relations. Generative lexicon and qualia structure. Most work in Open IE relies on the analysis of examples, manually or by a self-supervised learning … Cited by 2 Related articles All 5 versions

SemEval-2015 Task 8: SpaceEval J Pustejovsky, P Kordjamshidi, MF Moens… – Proceedings of the 9th …, 2015 – aclweb.org … model from SVM-light (Joachims, 1999) and a pipeline architecture using ClearNLP (Choi and Adviser-Palmer, 2012), OpenNLP (OpenNLP, 2014), and … tasks (Fei Huang et al., 2014), such as named entity recognition (Vilain et al., 2009b) or coreference resolution (Fernandes et … Cited by 8 Related articles All 10 versions

Real-time natural language processing for crowdsourced road traffic alerts CD Athuraliya, MKH Gunasekara… – Advances in ICT for …, 2015 – ieeexplore.ieee.org … To implement these NLP tasks we used Apache OpenNLP toolkit [12] which is a machine learning based toolkit for … common NLP tasks such as tokenization, sentence segmentation, part-of-speech tagging, named entity extraction, chunking, parsing, and coreference resolution. … Related articles All 3 versions

An overview of biomolecular event extraction from scientific documents JA Vanegas, S Matos, F González… – … mathematical methods in …, 2015 – hindawi.com … Various text processing frameworks exist that support these tasks, among which the following stand out: NLTK (http://www.nltk.org/), Apache OpenNLP (https://opennlp.apache.org/), and Stanford CoreNLP (http://nlp.stanford.edu/software/corenlp.shtml) (Figure 2). … Cited by 3 Related articles All 9 versions

Component Interoperability Architecture K Pentchev, F Axelsson, D Yankov – kconnect.eu … This includes Java-based tools for tokenization, sentence segmentation, part-of-speech tagging, named entity recognition, chunking, parsing, and coreference resolution. OpenNLP also includes machine learning tools for training models with maximum entropy and perceptron … Related articles

Polyglot-NER: Massive multilingual named entity recognition R Al-Rfou, V Kulkarni, B Perozzi, S Skiena – Proceedings of the 2015 SIAM …, 2015 – SIAM … same tag. In the case of having multiple tags for the same word, we use the most frequent tag. This process can be viewed as a first-order coreference resolution where we link mentions using exact string matching. For example … Cited by 6 Related articles

Automated Analysis of Narrative Text using Network Analysis in Large Corpora S Sudhahar – 2015 – saatviga.com … 165 6.1.2 Automating the creation of verb lists . . . . . 165 6.1.3 Cross-document entity coreference resolution . . . . . 166 6.1.4 Partitioning signed networks . . . . . 166 6.1.5 Multi-document summarisation . . . . . 167 … Cited by 1 Related articles

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 … This library supports the most common NLP tasks, such as tokenization, sentence segmentation, part-of-speech tagging, named entity extraction, chunking, parsing, and coreference resolution. OpenNLP uses the Penn Treebank notation4, which consider 36 sort of part of … Related articles

An Approach to Sentiment Analysis for Mobile Speech Applications D Griol, JM Molina, A Sanchis, Z Callejas – International Workshop on …, 2015 – Springer … set of general-purpose libraries currently available, we have selected OpenNLP 3 . This library supports the most common NLP tasks, such as tokenization, sentence segmentation, part-of-speech tagging, named entity extraction, chunking, parsing, and coreference resolution. … Related articles

A Survey Of Machine Learning Techniques For Sentiment Classification M Chaudhari, S Govilkar – academia.edu … It includes the most common NLP tasks, such as tokenizer, part-of-speech tagger, named entity extractor, chunker, parser, and coreference resolution. In order to build more advanced text processing services these tasks are usually required. OpenNLP also comprises of … Related articles

Rhetoric Map of an Answer to Compound Queries B Galitsky, D Ilvovsky, SO Kuznetsov – Volume 2: Short Papers – aclweb.org … google. com/p/relevance-based-on-parse- trees/(package opennlp. tools. parse_thicket. external_rst). … 2013. Deterministic coreference resolution based on entity-centric, precision-ranked rules. Computational Linguistics 39 (4). B. Croft, D. Metzler, T. Strohman. 2009. … Cited by 1 Related articles All 8 versions

Data Gathering, Preparation and Enrichment M Rodrigues, A Teixeira – … Applications of Natural Language Processing for …, 2015 – Springer … The list of suites available includes Apache OpenNLP, Freeling, GATE, LingPipe, Natural Language Tool Kit (NLTK), and … NLP tasks such as tokenization, sentence segmentation, part-of-speech tagging, named entity recognition, parsing, coreference resolution, and relation … Related articles

Towards unified biomedical modeling with subgraph mining and factorization algorithms Y Luo – 2015 – dspace.mit.edu Page 1. Towards Unified Biomedical Modeling with Subgraph Mining and Factorization Algorithms by Yuan Luo Submitted to the Department of Electrical Engineering and Computer Science in partial fulfillment of the requirements for the degree of Doctor of Philosophy at the … Related articles

Health Analytics and Predictive Modeling: Four Essays on Health Informatics YK Lin – 2015 – arizona.openrepository.com Page 1. HEALTH ANALYTICS AND PREDICTIVE MODELING: FOUR ESSAYS ON HEALTH INFORMATICS by Yu-Kai Lin _____ A Dissertation Submitted to the Faculty of the DEPARTMENT OF MANAGEMENT INFORMATION SYSTEMS … Related articles

The conll-2015 shared task on shallow discourse parsing N Xue, HT Ng, S Pradhan, RPOC Bryant… – Proceedings of …, 2015 – aclweb.org … and extra-sentential level, it was only very recently that discourse level processing has been addressed, with coreference resolution (Prad- han … trees no AU KBC CRF++ for both arguments and sense, and rules MPQA, VerbNet, Brown clusters no CAS OpenNLP maxent phrase … Cited by 36 Related articles All 8 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 … PTBTokenizer is implemented as a finite automation by JFlex to make it an efficient, fast, deterministic tokenizer. Compared to a whitespace-based tokenizer and the statistical OpenNLP tokenizer, the Stanford tokenizer produces more fined-grained tokens. … Cited by 11 Related articles All 5 versions

Clinical Practice Ontology Automatic Learning from SOAP Reports D Mendes, IP Rodrigues, CF Baeta – Handbook of Research on …, 2015 – books.google.com … openNLP Natural Language Processing Library. Retrieved from http://opennlp. apache. … Improving machine learning approaches to coreference resolution. Proceedings of the 40th Annual Meeting on As- sociation for Computational Linguistics-ACL ’02. … All 5 versions

Language Resources and Linked Data: A Practical Perspective T Flati, C Baron, M Dojchinovski – Knowledge Engineering and …, 2015 – books.google.com … eu/ 21 https://opennlp. apache. … For instance, the N3 collection24 of datasets, which can be used for training and evaluation of NER systems. Wikilinks25 is a very large scale coreference resolution corpus with over 40 million mentions of over 3 million entities. … Related articles

Entity linking with a knowledge base: Issues, techniques, and solutions W Shen, J Wang, J Han – IEEE Transactions on Knowledge …, 2015 – ieeexplore.ieee.org … In addition, there are many publicly available named entity recognition tools, such as Stanford NER,1 OpenNLP,2 and LingPipe.3 Finkel et al. … When performed without a knowledge base, entity link- ing reduces to the traditional entity coreference resolution problem. … Cited by 84 Related articles All 10 versions

Measuring academic influence: Not all citations are equal X Zhu, P Turney, D Lemire… – Journal of the Association …, 2015 – Wiley Online Library … noninfluential. In total, the authors contributed 100 of their papers. OpenNLP was used to detect sentence boundaries and conduct tokenization.7 We then used ParsCit to parse the papers (Councill, Giles, & Kan, 2008). ParsCit … Cited by 29 Related articles All 15 versions

A Tool Support for Automatic Detection of Duplicate Features during Software Product Lines Evolution A Khtira, A Benlarabi, B El Asri – International Journal of …, 2015 – search.proquest.com … The processing of specifications is performed using Apache OpenNLP Library [39], which is a machine learning based toolkit for … tasks, such as tokenization, sentence segmentation, part-of-speech tagging, named entity extraction, chunking, parsing, and coreference resolution. … Related articles All 2 versions

Universal Schema for Knowledge Representation from Text and Structured Data L Yao – 2015 – scholarworks.umass.edu … (POS), named entity and dependency path features, as explained in §2.3. We use the openNLP POS tagger1 to obtain POS tags and employ the MaltParser [Nivre et al., 2004] for dependency parsing. … We use 1available at http://opennlp.sourceforge.net/ 7 Page 24. country. … Related articles All 2 versions

Context-specific Consistencies in Information Extraction P Klügl – opus.uni-wuerzburg.de Page 1. P eter Klügl Context-specific Consistencies in Information Extraction Peter Klügl Rule-based and Probabilistic Approaches C ontext-specific C on sistencies in Inform ation Extraction Page 2. Peter Klügl Context-specific Consistencies in Information Extraction Page … Related articles All 4 versions

Review on Techniques and Tools used for Opinion Mining A Dhokrat, B Ambedkar, S Khillare, CN Mahender – ijcat.com … Stemming, Tagging, Parsing, Semantic reasoning, Provides lexical resources such as WordNet APACHE OPENNLP [10] Tokenization, Sentence segmentation, Part-of- speech tagging, Named entity extraction, Chunking, Parsing, Coreference resolution LingPipe [11] Entity … Related articles All 2 versions

Expanding The Nif Ecosystem M Brümmer – 2015 – lips.informatik.uni-leipzig.de … 31 5.3 Validation of collected corpora . . . . . 33 6 Implementation and scalability of NIF tools 36 6.1 OpenNLP NIF Wrapper . . . . . 36 6.2 OpenNLP NIF parser . . . . . … Related articles All 2 versions

[BOOK] Natural language processing with Java RM Reese – 2015 – books.google.com … relationships 187 Using NLPAPIs 188 Using OpenNLP 188 Using the Stanford API 191 Using the LexicalizedParser class 192 Using the TreePrint class 193 Finding word dependencies using the GrammaticalStructure class 194 Finding coreference resolution entities 196 … Cited by 2 Related articles All 2 versions

Text Analytics on Reconfigurable Platforms R Polig – 2015 – d-nb.info … Modern natural language processing frameworks such as UIMA, GATE [40], NLTK [25] or OpenNLP [23] often combine multiple approaches to achieve best results. … A similar task is coreference resolution, which tries to find text entities which refer to the same real-world entity. … Related articles

A dataset for movie description A Rohrbach, M Rohrbach, N Tandon… – Proceedings of the …, 2015 – cv-foundation.org … For example, “he shot and modified the video” is split into two phrases “he shot the video” and “he modified the video”). We then use the OpenNLP tool suite5 for chunking the text of each clause. … 5http://opennlp.sourceforge.net/ … Cited by 62 Related articles All 18 versions

An effective approach for relevant paragraph retrieval in Question Answering systems MM Hoque, P Quaresma – Computer and Information …, 2015 – ieeexplore.ieee.org … removed. The state-of-the-art tools 3http://gate.ac.uk/download/ 4https://opennlp. apache.org/ 45 Page 3. … 1999. [17] E. Bengtson and D. Roth, ‘Understanding the Value of Features for Coreference Resolution’. EMNLP, 2008. …

[BOOK] Health Web Science K Denecke – 2015 – Springer Page 1. Health Information Science Health Web Science Kerstin Denecke Social Media Data for Healthcare Page 2. Health Information Science Series Editor Yanchun Zhang More information about this series at http://www.springer.com/series/11944 Page 3. Page 4. … Cited by 1 Related articles All 3 versions

Exploiting Semantic Annotations and-Learning for Constructing an Efficient Hierarchy/Graph Texts Organization AM El-Said, AI Eldesoky, HA Arafat – The Scientific World Journal, 2015 – hindawi.com … possible. The OpenNLP supports the most common NLP tasks, such as tokenization, sentence segmentation, part-of-speech tagging, named entity extraction, chunking, parsing, and coreference resolution. Furthermore, the … Related articles All 7 versions

Forensic Readiness Capability for Cloud Computing L De Marco – 2015 – elea.unisa.it Page 1. UNIVERSITÀ DEGLI STUDI DI SALERNO DISTRA – MIT Dottorato Internazionale di Ricerca Sistemi Informativi e Ingegneria del Software XII Ciclo, Nuova Serie Tesi di Dottorato in Forensic Readiness Capability for Cloud Computing Doctoral Dissertation of …

Moving from news to social media: Unsupervised knowledge enrichment for event extraction H Li – 2015 – nlp.cs.rpi.edu … Some recent work exploited global background knowledge to enhance informa- tion extraction tasks, such as entity coreference resolution [15], entity linking [16,17] … isting Named Entity Recognition (NER) tools including StandfordNER, OpenNLP and TwitterNLP. … Related articles All 2 versions

Domain model for financial and economic events, version 3 Deliverable D5. 2.2 M van Erp, R Segers, F Illievski, A Fokkens, R Agerri… – kyoto.let.vu.nl Page 1. D5.2.2 Domain model for financial and economic events, version 3 Deliverable D5.2.2 Version FINAL Authors: Marieke van Erp1, Roxane Segers1, Filip Illievski1, Antske Fokkens1, Ro- drigo Agerri3, Marco Rospocher2 … Related articles All 2 versions

Linguistic Linked Data Reference Architecture – Phase I – LLD Refer, JMC Hartung, C Un, A Gomez-Perez… – LIDER – Citeseer Page 1. LIDER: FP7 – Linked Data as an enabler of analytics for enterprises across Deliverable number Deliverable title Main Authors Grant Agreement number Project ref. no Project acronym Project full name Starting date (dur.) Ending date 610782 …

[BOOK] Advanced Applications of Natural Language Processing for Performing Information Extraction MJF Rodrigues, AJ da Silva Teixeira – 2015 – Springer Page 1. 123 Mário Rodrigues António Teixeira Advanced Applications of Natural Language Processing for Performing Information Extraction SPRINGER BRIEFS IN ELECTRICAL AND COMPUTER ENGINEERING SPEECH TECHNOLOGY Page 2. … Related articles All 4 versions