Apache OpenNLP & Coreference Resolution 2014

See also:

Apache OpenNLP & Coreference Resolution 2015Apache OpenNLP & Dialog Systems | Apache OpenNLP 2011 | Apache OpenNLP 2012 | Apache OpenNLP 2013 | Apache OpenNLP 2014 | Best Apache OpenNLP Videos | OpenCCG (OpenNLP CCG Library)Stanford CoreNLP & Coreference Resolution 2014 | Stanford CoreNLP & Coreference Resolution 2015

Ixa pipeline: Efficient and ready to use multilingual nlp tools R Agerri, J Bermudez, G Rigau – … of the 9th Language Resources and …, 2014 – lrec-conf.org … Maximum Entropy models are trained to build shift reduce bottom up parsers (Ratna- parkhi, 1999) as provided by the Apache OpenNLP Ma- chine Learning API. … These head rules are particularly use- ful for the Coreference resolution module. … Cited by 13 Related articles All 4 versions

Multilingual, Efficient and Easy NLP Processing with IXA Pipeline R Agerri, D San-Sebastián, J Bermudez, G Rigau… – EACL 2014, 2014 – aclweb.org … org/pypi/pip 7http://opennlp. apache. … provides the following linguis- tic annotations: Sentence segmentation, tokenization, Part of Speech (POS) tagging, Lemmatization, Named Entity Recognition and Classification (NER), Con- stituent Parsing and Coreference Resolution. … Cited by 1 Related articles All 6 versions

Malay Semantic Text Processing Engine B Chu, Q Liu, R Mahmud, A Anand, WO Kow… – eKNOW 2014, The …, 2014 – thinkmind.org … Coreference Resolution will help to refine the semantic representation produced by resolving all anaphors and cataphors to their intended referents. 42 … 55-62. [13] OpenNLP, Retrieved Nov. 2013, from: http://opennlp.apache.org [14] Malay Wordnet, Retrieved Dec. … Cited by 1 Related articles

SkipCor: Skip-Mention Coreference Resolution Using Linear-Chain Conditional Random Fields S Žitnik, L Šubelj, M Bajec – PloS one, 2014 – dx.plos.org … SkipCor: Skip-Mention Coreference Resolution Using Linear-Chain Conditional Random Fields. Slavko Žitnik mail, * E-mail: slavko.zitnik@fri.uni-lj.si. … Abstract. Coreference resolution tries to identify all expressions (called mentions) in observed text that refer to the same entity. … Related articles All 11 versions

Big data for Natural Language Processing: A streaming approach R Agerri, X Artola, Z Beloki, G Rigau, A Soroa – Knowledge-Based Systems, 2014 – 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 … Related articles All 2 versions

SentiBA: Lexicon-based Sentiment Analysis on German Product Reviews M Dollmann, M Geierhos – opus.bsz-bw.de … 2https://opennlp. apache. org 186 … That way, we label tokens as subjective, aspect, negation, intensifier or any other predefined tag using the OpenNLP POS-Tagger (maxent model trained on TIGER corpus). … Moreover, coreference resolution is not consid- ered in this approach. … Related articles

OutbreakSum: Automatic Summarization of Texts Relating to Disease Outbreaks R Gruss, D Morgado, N Craun, C Shea-Blymyer – 2014 – vtechworks.lib.vt.edu … full extent of the Stanford CoreNLP library, which include tools for parsing and coreference resolution. … configuring and running a single Java class, you can use OpenNLP to perform … 1. Collection Processing 2. Local Language Processing 3. MapReduce with Apache Hadoop 4 …

Going beyond sentences when applying tree kernels D Ilvovsky – ACL 2014, 2014 – ling.uni-potsdam.de … google. com/p/relevance-based-on- parse-trees and http://svn. apache. org/repos/asf/ opennlp/sandbox/ opennlp-similarity/. 6 … 2013. Deterministic coreference resolution based on entity-centric, precision-ranked rules. Computational … Related articles All 8 versions

Pattern Structure Projections for Learning Discourse Structures F Strok, B Galitsky, D Ilvovsky, S Kuznetsov – … : Methodology, Systems, and …, 2014 – Springer … google.com/p/relevance-based-on-parse-trees and http://svn.apache.org/ repos … the co defined in the most natura parse thickets was consid OpenNLP, with the … H., Chang, A., Peirsman, Y., Chambers, N., Surdeanu, M., Jurafsky, D.: Deterministic coreference resolution based on … Related articles All 4 versions

Text Analysis and Information Extraction from Spanish Written Documents R Costumero, Á García-Pedrero… – Brain Informatics and …, 2014 – Springer … 3.1 Preliminaries Apache OpenNLP [16] library supports the most common NLP tasks, such as tokenization, sentence segmentation, part-of-speech tagging, named entity ex- traction, chunking, parsing, and coreference resolution. … Related articles All 2 versions

A Conceptual Framework of Online Natural Language Processing Pipeline Application C Shi, M Verhagen, J Pustejovsky – COLING 2014, 2014 – aclweb.org … 1: A NLP pipeline can be a (sub)-process of an abstract five-step process POS T agging Noun -phrase chunking Lem m atization NER Sentence Splitter T okenization Coreference Resolution Figure 2 … org/XMI” xmlns: opennlp= ” http:///org/apache/uima/examples/opennlp. … Related articles All 3 versions

Using semantically connected parse trees to answer multi-sentence queries DA Ilvovsky – Automatic Documentation and Mathematical …, 2014 – Springer … The software implementation of the approach was performed and the results of the implementation were placed in open access as an adjustment for the Apache SOLR search engine, by which the suggested technology can be easily integrated with industrial search systems. … Related articles All 3 versions

Mining semantic structures from syntactic structures in free text documents H Mousavi, D Kerr, M Iseli… – … Computing (ICSC), 2014 …, 2014 – ieeexplore.ieee.org … The second purpose is to perform Coreference Resolution which is the topic of the next section. … V. COREFERENCE RESOLUTION In textual documents, many pronouns and references are used to refer to other terms (concepts). … Cited by 3 Related articles All 6 versions

Large-Scale Chinese Cross-Document Entity Disambiguation and Information Fusion X Li, S Ma, X Zhou – Advancing Big Data Benchmarks, 2014 – Springer … Latest development of IE system (eg OpenNLP NameFinder 1 , Illinois NER system 2 and … systems focus on processing one document at a time, and except for coreference resolution, operate one … on the usage of parallel and distributed architectures such as Apache Hadoop [ 4 … Related articles

A broad-coverage collection of portable NLP components for building shareable analysis pipelines RE de Castilho, I Gurevych – Proceedings of the Workshop on Open …, 2014 – aclweb.org … Standalone NLP tools Most NLP tools are not comprehensive suites that cover all tasks from tok- enization to eg coreference resolution, but are rather standalone tools addressing only a particular task, eg dependency parsing, relying on separate … URL http: //opennlp. apache. … Cited by 2 Related articles All 5 versions

Semantic sentence structure search engine N Gerasimov, M Mozgovoy… – Computer Science and …, 2014 – ieeexplore.ieee.org … Page 3. B. Anaphora resolution Anaphora (coreference) resolution systems are less de- veloped, but there are some systems available: 1. OpenNLP 2. CherryPicker 3 … For easier development, we have chosen Apache Thrift RPC framework for every isolated compo- nent. … Related articles All 5 versions

Accessing Natural Language Processing Engines and Tasks GL Saveski – 2014 – dspace.cc.tut.fi … [32] OpenNLP supports many natural language processing tasks: part-of-speech tagging, chunking, coreference resolution, parsing, named entity extraction, sentence segmenta- tion, and tokenization, all of which will be explained in this chapter. … Related articles All 2 versions

KOSHIK: A large-scale distributed computing framework for NLP P Exner, P Nugues – … on Pattern Recognition Applications and Methods, 2014 – lup.lub.lu.se … de/Resources/Software/NLP Tools.html 4https://github.com/DigitalPebble/behemoth 5http://lintool.github.io/Cloud9/ 6http://avro.apache.org/ … OpenNLP, sentence detector and tokenizer. … Stanford’s multi-pass sieve coreference resolution system at the conll-2011 shared task. … Cited by 3 Related articles All 4 versions

Algorithm for Analysis and Translation of Sentence Phrases R Lacko – is.muni.cz … It is available at https://opennlp.apache.org. Antelope Framework Antelope is a comprehensive NLP framework for .NET and Mono platforms. It features dependency and semantic parser, coreference resolution and multithreading support. … Related articles

From image descriptions to visual denotations: New similarity metrics for semantic inference over event descriptions P Young, A Lai, M Hodosh… – Transactions of the …, 2014 – tacl2013.cs.columbia.edu … Preprocessing and Linguistic Analysis We use the Linux spell checker, the OpenNLP tok- enizer, POS tagger and chunker (http://opennlp. apache.org), and the Malt parser (Nivre et al., 2006) to analyze the captions. Since the … Cited by 12 Related articles All 12 versions

Solving Open-Domain Multiple Choice Questions with Textual Entailment and Text Similarity Measures N Dhruva, O Ferschke, I Gurevych – CLEF 2014 Working Notes, 2014 – ceur-ws.org … answering system which is based on text similarity measures, textual entailment and coreference resolution. … Processing Software Repository (DKPro) [10], which is based on the Apache UIMA Framework … which uses a maximum entropy model based on the OpenNLP MaxEnt [5 … Cited by 1 Related articles

Xlike project language analysis services X Carreras, L Padró, L Zhang, A Rettinger, Z Li… – Proceedings of the …, 2014 – aclweb.org … Finally, although frames are extracted at sen- tence level, the resulting graphs are aggregated in a single semantic graph representing the whole document via a very simple coreference resolution based on detecting named entity aliases and … com/ec2/ 6 http://opennlp. apache. … Cited by 2 Related articles All 7 versions

Applications of Named Entity Recognition in Cus-tomer Relationship Management Systems FS Jadidian – 2014 – ru.nl … issue and technology limitations, out of all available systems OpenNLP is nominated, a Java- based NLP library which is distributed under Apache 2.0 License. This toolkit offers the most common NLP tasks, such as part-of-speech tagging, coreference resolution and so on. … Related articles

Extracting Medical Concepts from Medical Social Media with Clinical NLP Tools: A Qualitative Study K Denecke – nactem.ac.uk … comprises several tasks, including named entity recognition, coreference resolution, relation extraction and … cTAKES was built using the Apache UIMA Unstructured Information Management Ar- chitecture engineering framework and OpenNLP natural language … Related articles All 2 versions

Towards Modeling Collaborative Task Oriented Multimodal Human-human Dialogues L Chen – 2014 – indigo.uic.edu … NLP toolkits: OpenNLP 3, NLTK 4 and GATE (Cunningham et al., 2011) have standard modules to perform coreference resolution tasks. … 2http://conll.cemantix.org/2012/ 3http://incubator.apache.org/opennlp/ 4http://www.nltk.org/ Page 26. 14 … All 2 versions

Finding Maximal Common Sub-parse Thickets for Multi-sentence Search BA Galitsky, D Ilvovsky, SO Kuznetsov… – Graph Structures for …, 2014 – Springer … Code and libraries described here are also available at http://code.google.com/p/relevance-based- on-parse-trees and http://svn.apache.org/repos/asf/opennlp/sandbox/opennlp-similarity/. The system is ready to be plugged into Lucene library to improve search relevance. … Related articles All 2 versions

Construction and evaluation of event graphs G Glavaš, J Šnajder – Natural Language Engineering, 2014 – Cambridge Univ Press … For coreference resolution, we do not consider mentions other than event anchors (eg, we do not consider pronominal anaphoric mentions). 3.2 Anchor extraction … For example, in ‘Low Speed Chase hit 3 http://opennlp.apache.org/ Page 16. 16 G. Glavaš and J. Šnajder … Cited by 1 Related articles All 3 versions

Learning parse structure of paragraphs and its applications in search B Galitsky – Engineering Applications of Artificial Intelligence, 2014 – Elsevier We propose to combine parse forest and discourse structures to form a unified representation for a paragraph of text. The purpose of this representation is to t. Related articles

User’s Intellectual and Emotional Quality based Password Guessing R Kumar, I Sharma, T Chatterjee, M Bhattacharya – 2014 – searchdl.org … It supports the most common tasks such as sentence segmentation, part of speech tagging, and tokenization, named entity extraction, parsing, coreference resolution and chunking. … [7] Open NLP [ http://opennlp.apache.org/]. … Related articles

Clinical Practice Knowledge Acquisition and Interrogation using Natural Language D Mendes – 2014 – rdpc.uevora.pt … 22 2.10 Tools for specialized NLP . . . . . 27 2.10.1 Apache Software Foundation (Apache) OpenNLP . . . . . 28 2.10.2 Apache Tika . . . . . 29 …

Worlds Apart–Ontological Knowledge in Question Answering for Patients L Henriksen, A Johannsen, B Jongejan, B Maegaard… – nactem.ac.uk … In many questions the relation is expressed by a transitive main verb and the 3Consisting of a simple tokenizer, the OpenNLP tagger (http://opennlp.apache.org/), Bohnet’s parser … Zhekova, D. and Kübler, S. (2010). A language- independent system for coreference resolution. … Related articles All 2 versions

Discovering Structural Similarities in Narrative Texts using Event Alignment Algorithms N Reiter – 2014 – archiv.ub.uni-heidelberg.de … 58 5.11 Results for adaptation of frame element labeling . . . . . 59 5.12 Results for coreference resolution with adapted preprocessing . . . . . 60 5.13 Results for adaptation of coreference resolution . . . . . 61 5.14 Overview of adaptation improvements . … Cited by 1 Related articles All 4 versions

Natural language processing in health care and biomedicine C Friedman, N Elhadad – Biomedical Informatics, 2014 – Springer Logo Springer. Search Options: … Cited by 7 Related articles All 2 versions

Explaining relationships between entities N Voskarides, E Meij, M Tsagkias – 2014 – dare.uva.nl Page 1. University of Amsterdam Master Thesis Explaining relationships between entities Author: Nikos Voskarides Supervisors: Dr. Edgar Meij, Dr. Manos Tsagkias A thesis submitted in fulfilment of the requirements for the degree of Master’s of Science in Artificial Intelligence … Related articles All 2 versions

Measuring academic influence: Not all citations are equal X Zhu, P Turney, D Lemire… – Journal of the Association …, 2014 – Wiley Online Library Skip to Main Content. Wiley Online Library. Log in / Register. Log In E-Mail Address Password Forgotten Password? Remember Me. … Cited by 9 Related articles All 4 versions

Learning non-verbal relations under open information extraction paradigm CC Xavier – 2014 – repositorio.pucrs.br Page 1. PONTIFICAL CATHOLIC UNIVERSITY OF RIO GRANDE DO SUL FACULTY OF INFORMATICS GRADUATE PROGRAM IN COMPUTER SCIENCE Doctoral Dissertation presented as partial requirement for obtaining …

A framework for automated construction of resource space based on background knowledge X Yu, L Peng, Z Huang, H Zhuge – Future Generation Computer Systems, 2014 – Elsevier Resource Space Model is a kind of data model which can effectively and flexibly manage the digital resources in cyber-physical system from multidimensional and. Cited by 3 Related articles All 2 versions

Entity linking with a knowledge base: Issues, techniques, and solutions W Shen, J Wang, J Han – 2014 – ieeexplore.ieee.org … In the entity coreference resolution problem [25], [26], [27], [28], [29], [30], entity mentions within one docu- ment or across multiple documents are clustered into sev- eral different clusters each of which represents one specific entity, based on the … 2. http://opennlp.apache.org/. … Cited by 6 Related articles All 6 versions

Exploiting DBpedia for Graph-based Entity Linking to Wikipedia B Schäfer, C Bizer – 2014 – ub-madoc.bib.uni-mannheim.de … As the last step of the spotting process, the candidates whose link probability falls below a constant threshold value are dropped [11]. For the mentioned NLP tasks that require a pre-built model, DBpedia Spotlight relies on the open-source project Apache OpenNLP24 [11]. … Related articles

Exploratory search on mobile devices S Schmeier – 2014 – universaar.uni-saarland.de Page 1. Saarbrücken Dissertations | Volume 38 | in Language Science and Technology Exploratory Search on Mobile Devices Sven Schmeier S ve n S ch m e ie r E xp lo ra to ry S e a rch o n M o b ile D e vice s universaar Universitätsverlag … Related articles All 3 versions

Open Question Answering A Fader – 2014 – digital.lib.washington.edu … “What did James do after he ordered the fries?” Answering this question requires solving problems like coreference resolution (Ng, 2010), identifying temporal relations (Verhagen et al., 2007), and recognizing textual entailment (Dagan et al., 2006). This … Related articles All 2 versions