Noisy-Channel Spelling Correction Models for Estonian Learner Language Corpus Lemmatisation. - Kairit Sirts (Baltic HLT, 2012)

A Hierarchical Dirichlet Process Model for Joint Part-of-Speech and Morphology Induction. - Kairit Sirts; Tanel Alumäe (HLT-NAACL, 2012)

Minimally-Supervised Morphological Segmentation using Adaptor Grammars. - Kairit Sirts; Sharon Goldwater (Trans. Assoc. Comput. Linguistics, 2013)

POS induction with distributional and morphological information using a distance-dependent Chinese restaurant process. - Kairit Sirts; Jacob Eisenstein; Micha Elsner; Sharon Goldwater (ACL (2), 2014)

Query-Based Single Document Summarization Using an Ensemble Noisy Auto-Encoder. - Mahmood Yousefi-Azar; Kairit Sirts; Len Hamey; Diego Mollá Aliod (ALTA, 2015)

Improving Topic Coherence with Latent Feature Word Representations in MAP Estimation for Topic Modeling. - Dat Quoc Nguyen; Kairit Sirts; Mark Johnson 001 (ALTA, 2015)

Do POS Tags Help to Learn Better Morphological Segmentations? - Kairit Sirts; Mark Johnson 001 (ALTA, 2015)

Neighborhood Mixture Model for Knowledge Base Completion. - Dat Quoc Nguyen; Kairit Sirts; Lizhen Qu; Mark Johnson 001 (CoNLL, 2016)

STransE: a novel embedding model of entities and relationships in knowledge bases. - Dat Quoc Nguyen; Kairit Sirts; Lizhen Qu; Mark Johnson 001 (HLT-NAACL, 2016)

A Comparative Study of Minimally Supervised Morphological Segmentation. - Teemu Ruokolainen; Oskar Kohonen; Kairit Sirts; Stig-Arne Grönroos; Mikko Kurimo; Sami Virpioja (Comput. Linguistics, 2016)

Idea density for predicting Alzheimer's disease from transcribed speech. - Kairit Sirts; Olivier Piguet; Mark Johnson 001 (CoNLL, 2017)

Linear Ensembles of Word Embedding Models. - Avo Muromägi; Kairit Sirts; Sven Laur (NODALIDA, 2017)

Modeling Composite Labels for Neural Morphological Tagging. - Alexander Tkachenko; Kairit Sirts (CoNLL, 2018)

Neural Morphological Tagging for Estonian. - Alexander Tkachenko; Kairit Sirts (Baltic HLT, 2018)

Simple App Review Classification with Only Lexical Features. - Faiz Ali Shah; Kairit Sirts; Dietmar Pfahl (ICSOFT, 2018)

Simplifying the Classification of App Reviews Using Only Lexical Features. - Faiz Ali Shah; Kairit Sirts; Dietmar Pfahl (ICSOFT (Selected Papers), 2018)

The Impact of Annotation Guidelines and Annotated Data on Extracting App Features from App Reviews. - Faiz Ali Shah; Kairit Sirts; Dietmar Pfahl (CoRR, 2018)

Simulating the Impact of Annotation Guidelines and Annotated Data on Extracting App Features from App Reviews. - Faiz Ali Shah; Kairit Sirts; Dietmar Pfahl (ICSOFT, 2019)

Is the SAFE Approach Too Simple for App Feature Extraction? A Replication Study. - Faiz Ali Shah; Kairit Sirts; Dietmar Pfahl (REFSQ, 2019)

Using app reviews for competitive analysis: tool support. - Faiz Ali Shah; Kairit Sirts; Dietmar Pfahl (WAMA@ESEC/SIGSOFT FSE, 2019)

Multimodal Sequential Fashion Attribute Prediction. - Hasan Sait Arslan; Kairit Sirts; Mark Fishel; Gholamreza Anbarjafari (Inf., 2019)

Evaluating Multilingual BERT for Estonian. - Claudia Kittask; Kirill Milintsevich; Kairit Sirts (Baltic HLT, 2020)

Lexicon-Enhanced Neural Lemmatization for Estonian. - Kirill Milintsevich; Kairit Sirts (Baltic HLT, 2020)

Evaluating Sentence Segmentation and Word Tokenization Systems on Estonian Web Texts. - Kairit Sirts; Kairit Peekman (Baltic HLT, 2020)

EstBERT: A Pretrained Language-Specific BERT for Estonian. - Hasan Tanvir; Claudia Kittask; Kairit Sirts (CoRR, 2020)

Enhancing Sequence-to-Sequence Neural Lemmatization with External Resources. - Kirill Milintsevich; Kairit Sirts (EACL, 2021)

EstBERT: A Pretrained Language-Specific BERT for Estonian. - Hasan Tanvir; Claudia Kittask; Sandra Eiche; Kairit Sirts (NoDaLiDa, 2021)

Comparison of Current Approaches to Lemmatization: A Case Study in Estonian. - Aleksei Dorkin; Kairit Sirts (NoDaLiDa, 2023)

Estonian Named Entity Recognition: New Datasets and Models. - Kairit Sirts (NoDaLiDa, 2023)

Towards automatic text-based estimation of depression through symptom prediction. - Kirill Milintsevich; Kairit Sirts; Gaël Dias (Brain Informatics, 2023)

Evaluating Lexicon Incorporation for Depression Symptom Estimation. - Kirill Milintsevich; Gaël Dias; Kairit Sirts (ClinicalNLP@NAACL, 2024)

On Narrative Question Answering Skills. - Emil Kalbaliyev; Kairit Sirts (NAACL (Short Papers), 2024)

TartuNLP @ SIGTYP 2024 Shared Task: Adapting XLM-RoBERTa for Ancient and Historical Languages. - Aleksei Dorkin; Kairit Sirts (SIGTYPE, 2024)

Sõnajaht: Definition Embeddings and Semantic Search for Reverse Dictionary Creation. - Aleksei Dorkin; Kairit Sirts (*SEM@NAACL, 2024)

Context is Important in Depressive Language: A Study of the Interaction Between the Sentiments and Linguistic Markers in Reddit Discussions. - Neha Sharma; Kairit Sirts (WASSA, 2024)

Your Model Is Not Predicting Depression Well And That Is Why: A Case Study of PRIMATE Dataset. - Kirill Milintsevich; Kairit Sirts; Gaël Dias (CoRR, 2024)

TartuNLP at EvaLatin 2024: Emotion Polarity Detection. - Aleksei Dorkin; Kairit Sirts (CoRR, 2024)

TartuNLP @ AXOLOTL-24: Leveraging Classifier Output for New Sense Detection in Lexical Semantics. - Aleksei Dorkin; Kairit Sirts (CoRR, 2024)

GliLem: Leveraging GliNER for Contextualized Lemmatization in Estonian. - Aleksei Dorkin; Kairit Sirts (CoRR, 2024)

Prune or Retrain: Optimizing the Vocabulary of Multilingual Models for Estonian. - Aleksei Dorkin; Taido Purason; Kairit Sirts (CoRR, 2025)

Exploratory Study into Relations between Cognitive Distortions and Emotional Appraisals. - Navneet Agarwal; Kairit Sirts (CoRR, 2025)

Assessing the Reliability and Validity of GPT-4 in Annotating Emotion Appraisal Ratings. - Deniss Ruder; Andero Uusberg; Kairit Sirts (CoRR, 2025)

TartuNLP at SemEval-2025 Task 5: Subject Tagging as Two-Stage Information Retrieval. - Aleksei Dorkin; Kairit Sirts (CoRR, 2025)