What's Hard in English RST Parsing? Predictive Models for Error Analysis

YJ Liu, T Aoyama, A Zeldes - arXiv preprint arXiv:2309.04940, 2023 - arxiv.org
Despite recent advances in Natural Language Processing (NLP), hierarchical discourse
parsing in the framework of Rhetorical Structure Theory remains challenging, and our …

GENTLE: A genre-diverse multilayer challenge set for English NLP and linguistic evaluation

T Aoyama, S Behzad, L Gessler, L Levine, J Lin… - arXiv preprint arXiv …, 2023 - arxiv.org
We present GENTLE, a new mixed-genre English challenge corpus totaling 17K tokens and
consisting of 8 unusual text types for out-of domain evaluation: dictionary entries, esports …

Feature-augmented model for multilingual discourse relation classification

E Metheniti, C Braud, P Muller - 5th Workshop on Computational …, 2024 - hal.science
Discourse relation classification within a multilingual, cross-framework setting is a
challenging task and the best-performing systems so far have relied on monolingual and …

Generalizability and Genre Effects in Discourse Understanding and Parsing in Rhetorical Structure Theory

Y Liu - 2024 - search.proquest.com
Recent advances in discourse parsing create the impression that, like other types of Natural
Language Processing analyses, state-of-the-art performance for high-resource languages …