Aleksei Dorkin

14 papers Journal 10Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
EstLLM: Enhancing Estonian Capabilities in Multilingual LLMs via Continued Pretraining and Post-Training.
CoRR
Aleksei Dorkin, Taido Purason, Emil Kalbaliyev, Hele-Andra Kuulmets, Marii Ojastu, Mark Fisel, Tanel Alumäe, Eleri Aedmaa, Krister Kruusmaa, Kairit Sirts
2025 J jnl
Estonian WinoGrande Dataset: Comparative Analysis of LLM Performance on Human and Machine Translation.
CoRR
Marii Ojastu, Hele-Andra Kuulmets, Aleksei Dorkin, Marika Borovikova, Dage Särg, Kairit Sirts
2025 — conf
GliLem: Leveraging GliNER for Contextualized Lemmatization in Estonian.
NoDaLiDa/Baltic-HLT
Aleksei Dorkin, Kairit Sirts
2025 J jnl
Prune or Retrain: Optimizing the Vocabulary of Multilingual Models for Estonian.
CoRR
Aleksei Dorkin, Taido Purason, Kairit Sirts
2025 J jnl
TartuNLP at SemEval-2025 Task 5: Subject Tagging as Two-Stage Information Retrieval.
CoRR
Aleksei Dorkin, Kairit Sirts
2024 J jnl
Comparison of Current Approaches to Lemmatization: A Case Study in Estonian.
CoRR
Aleksei Dorkin, Kairit Sirts
2024 J jnl
GliLem: Leveraging GliNER for Contextualized Lemmatization in Estonian.
CoRR
Aleksei Dorkin, Kairit Sirts
2024 — conf
Sõnajaht: Definition Embeddings and Semantic Search for Reverse Dictionary Creation.
*SEM@NAACL
Aleksei Dorkin, Kairit Sirts
2024 J jnl
Sõnajaht: Definition Embeddings and Semantic Search for Reverse Dictionary Creation.
CoRR
Aleksei Dorkin, Kairit Sirts
2024 J jnl
TartuNLP @ AXOLOTL-24: Leveraging Classifier Output for New Sense Detection in Lexical Semantics.
CoRR
Aleksei Dorkin, Kairit Sirts
2024 — conf
TartuNLP @ SIGTYP 2024 Shared Task: Adapting XLM-RoBERTa for Ancient and Historical Languages.
SIGTYPE
Aleksei Dorkin, Kairit Sirts
2024 J jnl
TartuNLP @ SIGTYP 2024 Shared Task: Adapting XLM-RoBERTa for Ancient and Historical Languages.
CoRR
Aleksei Dorkin, Kairit Sirts
2024 J jnl
TartuNLP at EvaLatin 2024: Emotion Polarity Detection.
CoRR
Aleksei Dorkin, Kairit Sirts
2023 — conf
Comparison of Current Approaches to Lemmatization: A Case Study in Estonian.
NoDaLiDa
Aleksei Dorkin, Kairit Sirts