| 2026 | LREC | Creation of the Estonian Subjectivity Dataset: Assessing the Degree of Subjectivity on a Scale. | Karl Gustav Gailit, Kadri Muischnek, Kairit Sirts |
| 2026 | LREC | Estonian WinoGrande Dataset: Comparative Analysis of LLM Performance on Human and Machine Translation. | Marii Ojastu, Hele-Andra Kuulmets, Aleksei Dorkin, Marika Borovikova, Dage Srg, Kairit Sirts |
| 2026 | LREC | Towards Consistent Detection of Cognitive Distortions: LLM-Based Annotation and Dataset-Agnostic Evaluation. | Neha Sharma, Navneet Agarwal, Kairit Sirts |
| 2024 | NAACL | On Narrative Question Answering Skills. | Emil Kalbaliyev, Kairit Sirts |
| 2021 | EACL | Enhancing Sequence-to-Sequence Neural Lemmatization with External Resources. | Kirill Milintsevich, Kairit Sirts |
| 2019 | ICSoft | Simulating the Impact of Annotation Guidelines and Annotated Data on Extracting App Features from App Reviews. | Faiz Ali Shah, Kairit Sirts, Dietmar Pfahl |
| 2019 | REFSQ | Is the SAFE Approach Too Simple for App Feature Extraction? A Replication Study. | Faiz Ali Shah, Kairit Sirts, Dietmar Pfahl |
| 2018 | CoNLL | Modeling Composite Labels for Neural Morphological Tagging. | Alexander Tkachenko, Kairit Sirts |
| 2018 | ICSoft | Simple App Review Classification with Only Lexical Features. | Faiz Ali Shah, Kairit Sirts, Dietmar Pfahl |
| 2018 | ICSoft | Simplifying the Classification of App Reviews Using Only Lexical Features. | Faiz Ali Shah, Kairit Sirts, Dietmar Pfahl |
| 2017 | CoNLL | Idea density for predicting Alzheimer's disease from transcribed speech. | Kairit Sirts, Olivier Piguet, Mark Johnson |
| 2016 | CoNLL | Neighborhood Mixture Model for Knowledge Base Completion. | Dat Quoc Nguyen, Kairit Sirts, Lizhen Qu, Mark Johnson |
| 2016 | NAACL | STransE: a novel embedding model of entities and relationships in knowledge bases. | Dat Quoc Nguyen, Kairit Sirts, Lizhen Qu, Mark Johnson |
| 2014 | ACL | POS induction with distributional and morphological information using a distance-dependent Chinese restaurant process. | Kairit Sirts, Jacob Eisenstein, Micha Elsner, Sharon Goldwater |
| 2012 | NAACL | A Hierarchical Dirichlet Process Model for Joint Part-of-Speech and Morphology Induction. | Kairit Sirts, Tanel Alume |