Search Results for author: Esther Ploeger

Found 6 papers, 3 papers with code

A Hybrid Rule-Based and Neural Coreference Resolution System with an Evaluation on Dutch Literature

1 code implementation CRAC (ACL) 2021 Andreas van Cranenburgh, Esther Ploeger, Frank van den Berg, Remi Thüss

We introduce a modular, hybrid coreference resolution system that extends a rule-based baseline with three neural classifiers for the subtasks mention detection, mention attributes (gender, animacy, number), and pronoun resolution.

coreference-resolution Feature Engineering

What is 'Typological Diversity' in NLP?

1 code implementation6 Feb 2024 Esther Ploeger, Wessel Poelman, Miryam de Lhoneux, Johannes Bjerva

We recommend future work to include an operationalization of 'typological diversity' that empirically justifies the diversity of language samples.

Multilingual NLP

Multilingual Gradient Word-Order Typology from Universal Dependencies

no code implementations2 Feb 2024 Emi Baylor, Esther Ploeger, Johannes Bjerva

While information from the field of linguistic typology has the potential to improve performance on NLP tasks, reliable typological data is a prerequisite.

The Past, Present, and Future of Typological Databases in NLP

no code implementations20 Oct 2023 Emi Baylor, Esther Ploeger, Johannes Bjerva

We propose that such a view of typology has significant potential in the future, including in language modeling in low-resource scenarios.

Language Modelling

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