Aleksei Dorkin

According to our database, Aleksei Dorkin authored at least 10 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

EstLLM: Enhancing Estonian Capabilities in Multilingual LLMs via Continued Pretraining and Post-Training.

Aleksei Dorkin, Taido Purason, Emil Kalbaliyev, Hele-Andra Kuulmets, Marii Ojastu, Mark Fisel, Tanel Alumäe, Eleri Aedmaa, Krister Kruusmaa, Kairit Sirts

CoRR, March, 2026

2025

Estonian WinoGrande Dataset: Comparative Analysis of LLM Performance on Human and Machine Translation.

Marii Ojastu, Hele-Andra Kuulmets, Aleksei Dorkin, Marika Borovikova, Dage Särg, Kairit Sirts

CoRR, November, 2025

Prune or Retrain: Optimizing the Vocabulary of Multilingual Models for Estonian.

Aleksei Dorkin, Taido Purason, Kairit Sirts

CoRR, January, 2025

TartuNLP at SemEval-2025 Task 5: Subject Tagging as Two-Stage Information Retrieval.

Aleksei Dorkin, Kairit Sirts

Proceedings of the 19th International Workshop on Semantic Evaluation, 2025

GliLem: Leveraging GliNER for Contextualized Lemmatization in Estonian.

Aleksei Dorkin, Kairit Sirts

Proceedings of the Joint 25th Nordic Conference on Computational Linguistics and 11th Baltic Conference on Human Language Technologies, 2025

2024

TartuNLP at EvaLatin 2024: Emotion Polarity Detection.

Aleksei Dorkin, Kairit Sirts

CoRR, 2024

Sõnajaht: Definition Embeddings and Semantic Search for Reverse Dictionary Creation.

Aleksei Dorkin, Kairit Sirts

Proceedings of the 13th Joint Conference on Lexical and Computational Semantics, 2024

TartuNLP @ SIGTYP 2024 Shared Task: Adapting XLM-RoBERTa for Ancient and Historical Languages.

Aleksei Dorkin, Kairit Sirts

Proceedings of the 6th Workshop on Research in Computational Linguistic Typology and Multilingual NLP, 2024

TartuNLP @ AXOLOTL-24: Leveraging Classifier Output for New Sense Detection in Lexical Semantics.

Aleksei Dorkin, Kairit Sirts

Proceedings of the 5th Workshop on Computational Approaches to Historical Language Change, 2024

2023

Comparison of Current Approaches to Lemmatization: A Case Study in Estonian.

Aleksei Dorkin, Kairit Sirts

Proceedings of the 24th Nordic Conference on Computational Linguistics, 2023