A Gene Based Adaptive Mutation Strategy for Genetic Algorithms. - Sima Uyar; Sanem Sariel; Gülsen Eryigit (GECCO (2), 2004)

Performance Analysis of Naiotave Bayes Classification, Support Vector Machines and Neural Networks for Spam Categorization. - A. Cüneyd Tantug; Gülsen Eryigit (WSC, 2004)

A Comparison of Support Vector Machines, Memory-based and Naïve Bayes Techniques on Spam Recognition. - Gülsen Eryigit; A. Cüneyd Tantug (Artificial Intelligence and Applications, 2005)

The Memory Indexing Evolutionary Algorithm for Dynamic Environments. - Aydin Karaman; Sima Uyar; Gülsen Eryigit (EvoWorkshops, 2005)

Improvements to penalty-based evolutionary algorithms for the multi-dimensional knapsack problem using a gene-based adaptive mutation approach. - Sima Uyar; Gülsen Eryigit (GECCO, 2005)

Labeled Pseudo-Projective Dependency Parsing with Support Vector Machines. - Joakim Nivre; Johan Hall; Jens Nilsson 001; Gülsen Eryigit; Svetoslav Marinov (CoNLL, 2006)

Statistical Dependency Parsing for Turkish. - Gülsen Eryigit; Kemal Oflazer (EACL, 2006)

The Incremental Use of Morphological Information and Lexicalization in Data-Driven Dependency Parsing. - Gülsen Eryigit; Joakim Nivre; Kemal Oflazer (ICCPOL, 2006)

Türkçe 'nin bağlılık ayrıştırması (Dependency parsing of Turkish) - Gülsen Eryigit (2006)

ITU Treebank Annotation Tool. - Gülsen Eryigit (LAW@ACL, 2007)

Single Malt or Blended? A Study in Multilingual Parser Optimization. - Johan Hall; Jens Nilsson 001; Joakim Nivre; Gülsen Eryigit; Beáta Megyesi; Mattias Nilsson; Markus Saers (EMNLP-CoNLL, 2007)

MaltParser: A language-independent system for data-driven dependency parsing. - Joakim Nivre; Johan Hall; Jens Nilsson 001; Atanas Chanev; Gülsen Eryigit; Sandra Kübler; Svetoslav Marinov; Erwin Marsi (Nat. Lang. Eng., 2007)

Dependency Parsing of Turkish. - Gülsen Eryigit; Joakim Nivre; Kemal Oflazer (Comput. Linguistics, 2008)

Initial Explorations on using CRFs for Turkish Named Entity Recognition. - Gökhan Akin Seker; Gülsen Eryigit (COLING, 2012)

Word Alignment for English-Turkish Language Pair. - Mehmet Talha Çakmak; Süleyman Acar; Gülsen Eryigit (LREC, 2012)

The Impact of Automatic Morphological Analysis & Disambiguation on Dependency Parsing of Turkish. - Gülsen Eryigit (LREC, 2012)

Disambiguating Main POS tags for Turkish. - Razieh Ehsani; Muzaffer Ege Alper; Gülsen Eryigit; Esref Adali (ROCLING, 2012)

Representation of Morphosyntactic Units and Coordination Structures in the Turkish Dependency Treebank. - Umut Sulubacak; Gülsen Eryigit (SPMRL@EMNLP, 2013)

TURKSENT: A Sentiment Annotation Tool for Social Media. - Gülsen Eryigit; Fatih Samet Çetin; Meltem Yanik; Tanel Temel; Ilyas Çiçekli (LAW@ACL, 2013)

ITU Turkish NLP Web Service. - Gülsen Eryigit (EACL, 2014)

Using Finite State Transducers for Helping Foreign Language Learning. - Hasan Kaya; Gülsen Eryigit (NLP-TEA@ACL/IJCNLP, 2015)

Transition-based Dependency DAG Parsing Using Dynamic Oracles. - Alper Tokgöz; Gülsen Eryigit (ACL (Student Research Workshop), 2015)

The Annotation Process of the ITU Web Treebank. - Tugba Pamay; Umut Sulubacak; Dilara Torunoglu-Selamet; Gülsen Eryigit (LAW@NAACL-HLT, 2015)

Parsing Web2.0 Language and Sentiment Analysis: The Case of Turkish. - Gülsen Eryigit (ESSEM@AAMAS, 2015)

Annotation and Extraction of Multiword Expressions in Turkish Treebanks. - Gülsen Eryigit; Kübra Adali; Dilara Torunoglu-Selamet; Umut Sulubacak; Tugba Pamay (MWE@NAACL-HLT, 2015)

Universal Dependencies for Turkish. - Umut Sulubacak; Memduh Gokirmak; Francis M. Tyers; Çagri Çöltekin; Joakim Nivre; Gülsen Eryigit (COLING, 2016)

TGB at SemEval-2016 Task 5: Multi-Lingual Constraint System for Aspect Based Sentiment Analysis. - Fatih Samet Çetin; Ezgi Yildirim; Can Özbey; Gülsen Eryigit (SemEval@NAACL-HLT, 2016)

SemEval-2016 Task 5: Aspect Based Sentiment Analysis. - Maria Pontiki; Dimitris Galanis; Haris Papageorgiou; Ion Androutsopoulos; Suresh Manandhar; Mohammad Al-Smadi; Mahmoud Al-Ayyoub; Yanyan Zhao; Bing Qin 001; Orphée De Clercq; Véronique Hoste; Marianna Apidianaki; et al. (SemEval@NAACL-HLT, 2016)

Building machine-readable knowledge representations for Turkish sign language generation. - Cihat Eryigit; Hatice Köse; Meltem Kelepir; Gülsen Eryigit (Knowl. Based Syst., 2016)

Conversion of number expressions within noisy text into numerical representation. - Gözde Gül Sahin; Erdem Emekligil; Seçil Arslan; Onur Agin; Gülsen Eryigit (SIU, 2017)

Multiword Expression Processing: A Survey. - Matthieu Constant; Gülsen Eryigit; Johanna Monti; Lonneke van der Plas; Carlos Ramisch; Michael Rosner; Amalia Todirascu (Comput. Linguistics, 2017)

Social media text normalization for Turkish. - Gülsen Eryigit; Dilara Torunoglu-Selamet (Nat. Lang. Eng., 2017)

Extending a CRF-based named entity recognition model for Turkish well formed text and user generated content. - Gökhan Akin Seker; Gülsen Eryigit (Semantic Web, 2017)

Detecting Code-Switching between Turkish-English Language Pair. - Zeynep Yirmibesoglu; Gülsen Eryigit (NUT@EMNLP, 2018)

Turkish Coreference Resolution. - Tugba Pamay; Gülsen Eryigit (INISTA, 2018)

Relation extraction via one-shot dependency parsing on intersentential, higher-order, and nested relations. - Gözde Gül Sahin; Erdem Emekligil; Seçil Arslan; Onur Agin; Gülsen Eryigit (Turkish J. Electr. Eng. Comput. Sci., 2018)

Towards Turkish Abstract Meaning Representation. - Zahra Azin; Gülsen Eryigit (ACL (2), 2019)

Constructing Multimodal Language Learner Texts Using LARA: Experiences with Nine Languages. - Elham Akhlaghi; Branislav Bédi; Fatih Bektas; Harald Berthelsen; Matthias Butterweck; Cathy Chua; Catia Cucchiarini; Gülsen Eryigit; Johanna Gerlach; Hanieh Habibi; Neasa Ní Chiaráin; Manny Rayner; et al. (LREC, 2020)

Information Extraction from Text Intensive and Visually Rich Banking Documents. - Berke Oral; Erdem Emekligil; Seçil Arslan; Gülsen Eryigit (Inf. Process. Manag., 2020)

Building the first comprehensive machine-readable Turkish sign language resource: methods, challenges and solutions. - Gülsen Eryigit; Cihat Eryigit; Serpil Karabüklü; Meltem Kelepir; Asli Özkul; Tugba Pamay; Dilara Torunoglu-Selamet; Hatice Köse (Lang. Resour. Evaluation, 2020)

Evaluation of Wizard-of-Oz and Self-Play Data Collection Techniques for Turkish Goal-Oriented Dialogue Agents. - Dogukan Arslan; Gülsen Eryigit (INISTA, 2021)

Development of Goal-Oriented Dialogue Systems for Customer Services in Automotive Industry. - Merve Tunçer; Mehmet Fahri Bilici; Gülsen Eryigit (INISTA, 2021)

AMR Alignment for Morphologically-rich and Pro-drop Languages. - Elif Kaplan; Gülsen Eryigit (ACL (student), 2022)

Long Form Question Answering Dataset Creation for Business Use Cases using Noise-Added Siamese-BERT. - Tolga Çekiç; Yusufcan Manav; Batu Helvacioglu; Enes Burak Dündar; Onur Deniz; Gülsen Eryigit (KDIR, 2022)

The Impact of Pre-trained Language Models on Turkish Semantic Role Labelling. - Elif Kaplan; Gülsen Eryigit (SIU, 2022)

Fusion of visual representations for multimodal information extraction from unstructured transactional documents. - Berke Oral; Gülsen Eryigit (Int. J. Document Anal. Recognit., 2022)

Incorporating Dropped Pronouns into Coreference Resolution: The case for Turkish. - Tugba Pamay Arslan; Gülsen Eryigit (EACL (Student Research Workshop), 2023)

Towards Automatic Grammatical Error Type Classification for Turkish. - Harun Uz; Gülsen Eryigit (EACL (Student Research Workshop), 2023)

ViBERTgrid BiLSTM-CRF: Multimodal Key Information Extraction from Unstructured Financial Documents. - Furkan Pala; Mehmet Yasin Akpinar; Onur Deniz; Gülsen Eryigit (PKDD/ECML Workshops (5), 2023)

Citation Recommendation on Scholarly Legal Articles. - Dogukan Arslan; Saadet Sena Erdogan; Gülsen Eryigit (CoRR, 2023)

Gamified crowdsourcing for idiom corpora construction. - Gülsen Eryigit; Ali Sentas; Johanna Monti (Nat. Lang. Eng., 2023)

Abstract meaning representation of Turkish. - Elif Oral; Ali Acar; Gülsen Eryigit (Nat. Lang. Eng., 2024)

Enhancing Turkish Coreference Resolution: Insights from deep learning, dropped pronouns, and multilingual transfer learning. - Tugba Pamay Arslan; Gülsen Eryigit (Comput. Speech Lang., 2025)

ITUNLP at SemEval-2025 Task 8: Question-Answering over Tabular Data: A Zero-Shot Approach using LLM-Driven Code Generation. - Atakan Site; Emre Hakan Erdemir; Gülsen Eryigit (CoRR, 2025)

Error annotation: a review and faceted taxonomy. - Gülsen Eryigit; Anna Golynskaia; Elif Sayar; Tolgahan Türker (Lang. Resour. Evaluation, 2025)