Tunga Güngör

Orcid: 0000-0001-9448-9422

According to our database1, Tunga Güngör authored at least 91 papers between 1992 and 2024.

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Bibliography

2024
Building Efficient and Effective OpenQA Systems for Low-Resource Languages.
CoRR, 2024

2023
Turkish abstractive text summarization using pretrained sequence-to-sequence models.
Nat. Lang. Eng., September, 2023

Morphologically Motivated Input Variations and Data Augmentation in Turkish-English Neural Machine Translation.
ACM Trans. Asian Low Resour. Lang. Inf. Process., March, 2023

Solving Turkish math word problems by sequence-to-sequence encoder-decoder models.
Turkish J. Electr. Eng. Comput. Sci., January, 2023

Analysis of Deep Learning Model Combinations and Tokenization Approaches in Sentiment Classification.
IEEE Access, 2023

Analysis of Subword Tokenization Approaches for Turkish Language.
Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

Morphosyntactic Evaluation for Text Summarization in Morphologically Rich Languages: A Case Study for Turkish.
Proceedings of the Natural Language Processing and Information Systems, 2023


Incorporating Human Translator Style into English-Turkish Literary Machine Translation.
Proceedings of the 24th Annual Conference of the European Association for Machine Translation, 2023

TULAP - An Accessible and Sustainable Platform for Turkish Natural Language Processing Resources.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics. EACL 2023, 2023

2022
Deep learning-aided automated personal data discovery and profiling.
Turkish J. Electr. Eng. Comput. Sci., January, 2022

Resources for Turkish dependency parsing: introducing the BOUN Treebank and the BoAT annotation tool.
Lang. Resour. Evaluation, 2022

Abstractive text summarization and new large-scale datasets for agglutinative languages Turkish and Hungarian.
Lang. Resour. Evaluation, 2022

A Hybrid Deep Dependency Parsing Approach Enhanced With Rules and Morphology: A Case Study for Turkish.
IEEE Access, 2022

Improving Code-Switching Dependency Parsing with Semi-Supervised Auxiliary Tasks.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Enhancing Relation Extraction by Using Shortest Dependency Paths Between Entities with Pre-trained Language Models.
Proceedings of the International Conference on INnovations in Intelligent SysTems and Applications, 2022

Enhancements to the BOUN Treebank Reflecting the Agglutinative Nature of Turkish.
Proceedings of the ALTNLP The International Conference and workshop on Agglutanative Language Technologies as a challenge of Natural Language Processing, 2022

2021
Sentiment analysis in Turkish: Supervised, semi-supervised, and unsupervised techniques.
Nat. Lang. Eng., 2021

2020
Hierarchical Multitask Learning Approach for BERT.
CoRR, 2020

Use of Machine Translation to Obtain Labeled Datasets for Resource-Constrained Languages.
CoRR, 2020

Hierarchical Multi Task Learning with Subword Contextual Embeddings for Languages with Rich Morphology.
CoRR, 2020

A Hybrid Approach to Dependency Parsing: Combining Rules and Morphology with Deep Learning.
CoRR, 2020

Sentiment Analysis Using Averaged Weighted Word Vector Features.
CoRR, 2020

Combination of Recursive and Recurrent Neural Networks for Aspect-Based Sentiment Analysis Using Inter-Aspect Relations.
IEEE Access, 2020

Generating a Concept Relation Network for Turkish Based on ConceptNet Using Translational Methods.
Proceedings of the Speech and Computer - 22nd International Conference, 2020

Turkish Rule-Based Official Document Type Detection.
Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

ERMI at PARSEME Shared Task 2020: Embedding-Rich Multiword Expression Identification.
Proceedings of the Joint Workshop on Multiword Expressions and Electronic Lexicons, 2020

Edition 1.2 of the PARSEME Shared Task on Semi-supervised Identification of Verbal Multiword Expressions.
Proceedings of the Joint Workshop on Multiword Expressions and Electronic Lexicons, 2020

Subword Contextual Embeddings for Languages with Rich Morphology.
Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

Data and Representation for Turkish Natural Language Inference.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2019
The effect of morphology in named entity recognition with sequence tagging.
Nat. Lang. Eng., 2019

Joint Learning of Named Entity Recognition and Dependency Parsing using Separate Datasets.
Computación y Sistemas, 2019

A Detailed Analysis and Improvement of Feature-Based Named Entity Recognition for Turkish.
Proceedings of the Speech and Computer - 21st International Conference, 2019

A Hybrid Translation System from Turkish Spoken Language to Turkish Sign Language.
Proceedings of the IEEE International Symposium on INnovations in Intelligent SysTems and Applications, 2019

Developing a Statistical Turkish Sign Language Translation System for Primary School Students.
Proceedings of the IEEE International Symposium on INnovations in Intelligent SysTems and Applications, 2019

Representing Overlaps in Sequence Labeling Tasks with a Novel Tagging Scheme: Bigappy-Unicrossy.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2019

Generating Word and Document Embeddings for Sentiment Analysis.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2019

Turkish Treebanking: Unifying and Constructing Efforts.
Proceedings of the 13th Linguistic Annotation Workshop, 2019

2018
A Rule-Based Approach for Converting Wikipedia Content into Semantic Relations.
J. Comput., 2018

Recurrent neural networks for Turkish named entity recognition.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

A restaurant recommendation system for Turkish based on user conversations.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Turkish verbal multiword expressions corpus.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

A Morphology-Based Representation Model for LSTM-Based Dependency Parsing of Agglutinative Languages.
Proceedings of the CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies, Brussels, Belgium, October 31, 2018

Improving Named Entity Recognition by Jointly Learning to Disambiguate Morphological Tags.
Proceedings of the 27th International Conference on Computational Linguistics, 2018


Deep-BGT at PARSEME Shared Task 2018: Bidirectional LSTM-CRF Model for Verbal Multiword Expression Identification.
Proceedings of the Joint Workshop on Linguistic Annotation, 2018

2017
Morphological Embeddings for Named Entity Recognition in Morphologically Rich Languages.
CoRR, 2017

Discovery and genotyping of novel sequence insertions in many sequenced individuals.
Bioinform., 2017

2016
A Matching Approach Based on Term Clusters for eRecruitment.
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2016

2015
A tree-based learning approach for document structure analysis and its application to web search.
Nat. Lang. Eng., 2015

Two-Stage Feature Selection for Text Classification.
Proceedings of the Information Sciences and Systems 2015, 2015

Question Analysis for a Closed Domain Question Answering System.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2015

Improving Genome Assemblies Using Multi-platform Sequence Data.
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2015

2014
Dictionary-Based Concept Mining: An Application for Turkish.
CoRR, 2014

Bankacılık Alanında Doğal Dil İşleme Destekli Davranış Güdümlü Geliştirme.
Proceedings of the 8th Turkish National Software Engineering Symposium, 2014

Turkish labeled text corpus.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Rule-based focus extraction in Turkish question answering systems.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

2013
Comparison of text feature selection policies and using an adaptive framework.
Expert Syst. Appl., 2013

A Machine Learning Approach for Displaying Query Results in Search Engines.
Proceedings of the Computer Analysis of Images and Patterns, 2013

2012
Morpholexical and Discriminative Language Models for Turkish Automatic Speech Recognition.
IEEE Trans. Speech Audio Process., 2012

A high performance centroid-based classification approach for language identification.
Pattern Recognit. Lett., 2012

Optimization of dependency and pruning usage in text classification.
Pattern Anal. Appl., 2012

Input-evaluation: A new mechanism for collecting data using games with a purpose.
Proceedings of the 2012 IEEE Symposium on Computers and Communications, 2012

Using Genetic Algorithms with Lexical Chains for Automatic Text Summarization.
Proceedings of the ICAART 2012 - Proceedings of the 4th International Conference on Agents and Artificial Intelligence, Volume 1, 2012

2011
Resources for Turkish morphological processing.
Lang. Resour. Evaluation, 2011

Discriminative reranking of ASR hypotheses with morpholexical and N-best-list features.
Proceedings of the 2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 2011

2010
Part-of-Speech Tagging.
Proceedings of the Handbook of Natural Language Processing, Second Edition., 2010

Text classification with the support of pruned dependency patterns.
Pattern Recognit. Lett., 2010

Using Mixture of Experts Method in Combining Search-Guiding Heuristics for Theorem Proving.
Proceedings of the Computer and Information Sciences, 2010

On-the-fly lattice rescoring for real-time automatic speech recognition.
Proceedings of the INTERSPEECH 2010, 2010

Morphology-based and sub-word language modeling for Turkish speech recognition.
Proceedings of the IEEE International Conference on Acoustics, 2010

A Tree Learning Approach to Web Document Sectional Hierarchy Extraction.
Proceedings of the ICAART 2010 - Proceedings of the International Conference on Agents and Artificial Intelligence, Volume 1, 2010

Morphological Annotation of a Corpus with a Collaborative Multiplayer Game.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2010

2009
Structure-preserving and query-biased document summarisation for web searching.
Online Inf. Rev., 2009

Natural language watermarking via morphosyntactic alterations.
Comput. Speech Lang., 2009

LDA-based keyword selection in text categorization.
Proceedings of the 24th International Symposium on Computer and Information Sciences, 2009

Integrating morphology into automatic speech recognition.
Proceedings of the 2009 IEEE Workshop on Automatic Speech Recognition & Understanding, 2009

A Stochastic Finite-State Morphological Parser for Turkish.
Proceedings of the ACL 2009, 2009

2008
Time-efficient spam e-mail filtering using n-gram models.
Pattern Recognit. Lett., 2008

Turkish Language Resources: Morphological Parser, Morphological Disambiguator and Web Corpus.
Proceedings of the Advances in Natural Language Processing, 2008

2007
Syntactic tools for text watermarking.
Proceedings of the Security, Steganography, and Watermarking of Multimedia Contents IX, 2007

Developing Methods and Heuristics with Low Time Complexities for Filtering Spam Messages.
Proceedings of the Natural Language Processing and Information Systems, 2007

Morphological Disambiguation of Turkish Text with Perceptron Algorithm.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2007

2006
Classification of Skewed and Homogenous Document Corpora with Class-Based and Corpus-Based Keywords.
Proceedings of the KI 2006: Advances in Artificial Intelligence, 2006

2005
Text Categorization with Class-Based and Corpus-Based Keyword Selection.
Proceedings of the Computer and Information Sciences, 2005

Generation of synthetic speech from Turkish text.
Proceedings of the 13th European Signal Processing Conference, 2005

2004
Adaptive anti-spam filtering for agglutinative languages: a special case for Turkish.
Pattern Recognit. Lett., 2004

Generation of Sentence Parse Trees Using Parts of Speech.
Proceedings of the KI 2004: Advances in Artificial Intelligence, 2004

Spam Mail Detection Using Artificial Neural Network and Bayesian Filter.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2004

1995
Computer processing of Turkish: Morphological and lexical investigation.
PhD thesis, 1995

1992
Sign analysis technique for predicting system behavior.
Int. J. Intell. Syst., 1992


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