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TartuNLP at EvaLatin 2024: Emotion Polarity Detection
This paper presents the TartuNLP team submission to EvaLatin 2024 shared task of the emotion polarity detection for historical Latin texts.
Sõnajaht: Definition Embeddings and Semantic Search for Reverse Dictionary Creation
We present an information retrieval based reverse dictionary system using modern pre-trained language models and approximate nearest neighbors search algorithms.
Comparison of Current Approaches to Lemmatization: A Case Study in Estonian
This study evaluates three different lemmatization approaches to Estonian -- Generative character-level models, Pattern-based word-level classification models, and rule-based morphological analysis.
TartuNLP @ SIGTYP 2024 Shared Task: Adapting XLM-RoBERTa for Ancient and Historical Languages
We present our submission to the unconstrained subtask of the SIGTYP 2024 Shared Task on Word Embedding Evaluation for Ancient and Historical Languages for morphological annotation, POS-tagging, lemmatization, character- and word-level gap-filling.
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