Nominal coreference resolution for Polish

Abstract

The article presents current research on coreference resolution for Polish, from development of a sufficiently general model of reference relations to implementation of tools using this model to automatically detect coreference in written texts. The task is accomplished using corpus approach, with manual annotation of reference structures, verification of the proposed theory on the corpus data, implementation of automatic tools in different technical architectures and finally assessing their quality using standard evaluation methods.

Neural coreference resolution for Slovene language

“…Early approaches for various languages often tend to rely heavily on rules. Examples of such approaches include various systems in Polish [14], Lithuanian [15] and Russian [16]. These approaches offer a good starting point due to being well-studied and showing promising results in different languages.…”

Minimalistic Approach to Coreference Resolution in Lithuanian Medical Records

“…It is a rule-based system that uses an entity-centric model. It focuses on named entity matches (exact matches, acronyms) and uses Hobbs' algorithm for pronouns.For Polish, rule-based Ruler [46] for scoring of candidates uses coreferences gender/number and including (removal of nested groups) rules, lemma, and Wordnet rules for nominal expressions and pronoun rule specifically targeting pronouns. BARTEK [47] is an adaptation of BART, which was designed for English, to Polish.…”