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

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)

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)

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