Richárd Farkas

According to our database1, Richárd Farkas authored at least 72 papers between 2004 and 2023.

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Bibliography

2023
Hybrid lemmatization in HuSpaCy.
CoRR, 2023

Advancing Hungarian Text Processing with HuSpaCy: Efficient and Accurate NLP Pipelines.
Proceedings of the Text, Speech, and Dialogue - 26th International Conference, 2023

Are These Descriptions Referring to the Same Entity or Just to Similar Ones?
Proceedings of the Artificial Intelligence Applications and Innovations, 2023

2022
HuSpaCy: an industrial-strength Hungarian natural language processing toolkit.
CoRR, 2022

WomboCombo results for OAEI 2022.
Proceedings of the 17th International Workshop on Ontology Matching (OM 2022) co-located with the 21th International Semantic Web Conference (ISWC 2022), 2022

2021
Deep Learning Models and Interpretations for Multivariate Discrete-Valued Event Sequence Prediction.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

2020
MOOC Performance Prediction by Deep Learning from Raw Clickstream Data.
Proceedings of the Advances in Computing and Data Sciences - 4th International Conference, 2020

2018
SzegedKoref: A Hungarian Coreference Corpus.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

E-magyar - A Digital Language Processing System.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Clickstream-based outcome prediction in short video MOOCs.
Proceedings of the 2018 International Conference on Computer, 2018

2017
A comparative empirical study on social media sentiment analysis over various genres and languages.
Artif. Intell. Rev., 2017

Universal Dependencies and Morphology for Hungarian - and on the Price of Universality.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

2015
Predicting User-specific Temporal Retweet Count Based on Network and Content Information.
Proceedings of the 3rd International Workshop on News Recommendation and Analytics (INRA 2015) co-located with 9th ACM Conference on Recommender Systems (RecSys 2015), 2015

2014
SZTE-NLP: Clinical Text Analysis with Named Entity Recognition.
Proceedings of the 8th International Workshop on Semantic Evaluation, 2014

SZTE-NLP: Aspect level opinion mining exploiting syntactic cues.
Proceedings of the 8th International Workshop on Semantic Evaluation, 2014

De-identification in natural language processing.
Proceedings of the 37th International Convention on Information and Communication Technology, 2014

Information Extraction from Hungarian, English and German CVs for a Career Portal.
Proceedings of the Mining Intelligence and Knowledge Exploration, 2014

Szeged Corpus 2.5: Morphological Modifications in a Manually POS-tagged Hungarian Corpus.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Dependency parsing with latent refinements of part-of-speech tags.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Special Techniques for Constituent Parsing of Morphologically Rich Languages.
Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014

An Empirical Evaluation of Automatic Conversion from Constituency to Dependency in Hungarian.
Proceedings of the COLING 2014, 2014

2013
Joint Morphological and Syntactic Analysis for Richly Inflected Languages.
Trans. Assoc. Comput. Linguistics, 2013

Extracción de palabras clave de documentos individuales para extracción de palabras clave de documentos múltiples.
Computación y Sistemas, 2013

Knowledge Sources for Constituent Parsing of German, a Morphologically Rich and Less-Configurational Language.
Comput. Linguistics, 2013

Munich-Edinburgh-Stuttgart Submissions at WMT13: Morphological and Syntactic Processing for SMT.
Proceedings of the Eighth Workshop on Statistical Machine Translation, 2013

Munich-Edinburgh-Stuttgart Submissions of OSM Systems at WMT13.
Proceedings of the Eighth Workshop on Statistical Machine Translation, 2013

SZTE-NLP: Sentiment Detection on Twitter Messages.
Proceedings of the 7th International Workshop on Semantic Evaluation, 2013

magyarlanc: A Tool for Morphological and Dependency Parsing of Hungarian.
Proceedings of the Recent Advances in Natural Language Processing, 2013

Full-coverage Identification of English Light Verb Constructions.
Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013

Keyphrase-Driven Document Visualization Tool.
Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013

LFG-based Features for Noun Number and Article Grammatical Errors.
Proceedings of the Seventeenth Conference on Computational Natural Language Learning: Shared Task, 2013

Target-oriented opinion mining from tweets.
Proceedings of the IEEE 4th International Conference on Cognitive Infocommunications, 2013

Filtering and Polarity Detection for Reputation Management on Tweets.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013

Identifying English and Hungarian Light Verb Constructions: A Contrastive Approach.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Overview of the SPMRL 2013 Shared Task: A Cross-Framework Evaluation of Parsing Morphologically Rich Languages.
Proceedings of the Fourth Workshop on Statistical Parsing of Morphologically-Rich Languages, 2013

(Re)ranking Meets Morphosyntax: State-of-the-art Results from the SPMRL 2013 Shared Task.
Proceedings of the Fourth Workshop on Statistical Parsing of Morphologically-Rich Languages, 2013

2012
Cross-Genre and Cross-Domain Detection of Semantic Uncertainty.
Comput. Linguistics, 2012

Forest Reranking through Subtree Ranking.
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

Dependency Parsing of Hungarian: Baseline Results and Challenges.
Proceedings of the EACL 2012, 2012

Data-driven Multilingual Coreference Resolution using Resolver Stacking.
Proceedings of the Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

Data-driven Dependency Parsing With Empty Heads.
Proceedings of the COLING 2012, 2012

Stacking of Dependency and Phrase Structure Parsers.
Proceedings of the COLING 2012, 2012

2011
Linguistic scope-based and biological event-based speculation and negation annotations in the BioScope and Genia Event corpora.
J. Biomed. Semant., 2011

Assessment of NER solutions against the first and second CALBC Silver Standard Corpus.
J. Biomed. Semant., 2011

On Positive and Unlabeled Learning for Text Classification.
Proceedings of the Text, Speech and Dialogue - 14th International Conference, 2011

Features for Phrase-Structure Reranking from Dependency Parses.
Proceedings of the 12th International Conference on Parsing Technologies, 2011

Learning Local Content Shift Detectors from Document-level Information.
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011

2010
Machine learning techniques for applied information extraction
PhD thesis, 2010

Opinion Mining by Transformation-Based Domain Adaptation.
Proceedings of the Text, Speech and Dialogue, 13th International Conference, 2010

Linguistic scope-based and biological event-based speculation and negation annotations in the Genia Event and BioScope corpora.
Proceedings of the Fourth International Symposium for Semantic Mining in Biomedicine, 2010

Species taxonomy for gene name normalization.
Proceedings of the Fourth International Symposium for Semantic Mining in Biomedicine, 2010

SZTERGAK : Feature Engineering for Keyphrase Extraction.
Proceedings of the 5th International Workshop on Semantic Evaluation, 2010

Automatic free-text-tagging of online news archives.
Proceedings of the ECAI 2010, 2010

The CoNLL-2010 Shared Task: Learning to Detect Hedges and their Scope in Natural Language Text.
Proceedings of the Fourteenth Conference on Computational Natural Language Learning: Shared Task, 2010

Person Attribute Extraction from the Textual Parts of Web Pages.
Proceedings of the CLEF 2010 LABs and Workshops, 2010

Novel Balanced Feature Representation for Wikipedia Vandalism Detection Task - Lab Report for PAN at CLEF 2010.
Proceedings of the CLEF 2010 LABs and Workshops, 2010

2009
Research Paper: Semi-automated Construction of Decision Rules to Predict Morbidities from Clinical Texts.
J. Am. Medical Informatics Assoc., 2009

Exploring ways beyond the simple supervised learning approach for biological event extraction.
Proceedings of the BioNLP 2009 Workshop Companion Volume for Shared Task, BioNLP@HLT-NAACL 2009, 2009

2008
The BioScope corpus: biomedical texts annotated for uncertainty, negation and their scopes.
BMC Bioinform., 2008

Automatic construction of rule-based ICD-9-CM coding systems.
BMC Bioinform., 2008

The strength of co-authorship in gene name disambiguation.
BMC Bioinform., 2008

Sentence Alignment of Hungarian-English Parallel Corpora Using a Hybrid Algorithm.
Acta Cybern., 2008

Web-Based Lemmatisation of Named Entities.
Proceedings of the Text, Speech and Dialogue, 11th International Conference, 2008

Hungarian Word-Sense Disambiguated Corpus.
Proceedings of the International Conference on Language Resources and Evaluation, 2008

The BioScope corpus: annotation for negation, uncertainty and their scope in biomedical texts.
Proceedings of the Workshop on Current Trends in Biomedical Natural Language Processing, 2008

2007
Research Paper: State-of-the-art Anonymization of Medical Records Using an Iterative Machine Learning Framework.
J. Am. Medical Informatics Assoc., 2007

GYDER: Maxent Metonymy Resolution.
Proceedings of the 4th International Workshop on Semantic Evaluations, 2007

Improving a State-of-the-Art Named Entity Recognition System Using the World Wide Web.
Proceedings of the Advances in Data Mining. Theoretical Aspects and Applications, 2007

2006
Named Entity Recognition for Hungarian Using Various Machine Learning Algorithms.
Acta Cybern., 2006

A highly accurate Named Entity corpus for Hungarian.
Proceedings of the Fifth International Conference on Language Resources and Evaluation, 2006

A Multilingual Named Entity Recognition System Using Boosting and C4.5 Decision Tree Learning Algorithms.
Proceedings of the Discovery Science, 9th International Conference, 2006

2004
Genetic Algorithms to Improve Mask and Illumination Geometries in Lithographic Imaging Systems.
Proceedings of the Applications of Evolutionary Computing, 2004


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