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Olia Toporkov

3 papers hereh-index 221 citations4 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CL3

identity via Semantic Scholar / OpenAlex

activity
20232025
most citedOn the Role of Morphological Information for Contextual Lemmatization

1 citations · 1 across the 3 of their papers we have counts for

collaborators
Showing cs.CLShow all

3 papers · 1 filter

cs.CL2025

Lemma Dilemma: On Lemma Generation Without Domain- or Language-Specific Training Data

Olia Toporkov, Alan Akbik, Rodrigo Agerri

Lemmatization is the task of transforming all words in a given text to their dictionary forms. While large language models (LLMs) have demonstrated their ability to achieve competi…

cs.CL2024

Evaluating Shortest Edit Script Methods for Contextual Lemmatization

Olia Toporkov, Rodrigo Agerri

Modern contextual lemmatizers often rely on automatically induced Shortest Edit Scripts (SES), namely, the number of edit operations to transform a word form into its lemma. In fac…

cs.CL2023★ 1 cited

On the Role of Morphological Information for Contextual Lemmatization

Olia Toporkov, Rodrigo Agerri

Lemmatization is a natural language processing (NLP) task which consists of producing, from a given inflected word, its canonical form or lemma. Lemmatization is one of the basic t…

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