Eleni Metheniti — accepted AI-conference papers

2024

Zero-shot Learning for Multilingual Discourse Relation Classification

Eleni Metheniti, Philippe Muller, Chloé Braud, Margarita Hernández Casas

COLING 2024main

Classifying discourse relations is known as a hard task, relying on complex indices. On the other hand, discourse-annotated data is scarce, especially for languages other than English: many corpora, of limited size, exist for several languages but the domain is split between different theoretical fr…

Cited by 1 Source ↗PDF ↗code ↗Scholar ↗

2020

How Relevant Are Selectional Preferences for Transformer-based Language Models?

Eleni Metheniti, Tim Van de Cruys, Nabil Hathout

COLING 2020main

Selectional preference is defined as the tendency of a predicate to favor particular arguments within a certain linguistic context, and likewise, reject others that result in conflicting or implausible meanings. The stellar success of contextual word embedding models such as BERT in NLP tasks has le…

Cited by 19 Source ↗PDF ↗code ↗Scholar ↗