Aleksei Dorkin

According to our database, Aleksei Dorkin authored at least 8 papers between 2023 and 2025.

Collaborative distances:

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

2025

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

Aleksei Dorkin, Kairit Sirts

CoRR, April, 2025

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

Aleksei Dorkin, Taido Purason, Kairit Sirts

CoRR, January, 2025

2024

GliLem: Leveraging GliNER for Contextualized Lemmatization in Estonian.

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

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

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