High-order semantic role labeling
Semantic role labeling is primarily used to identify predicates, arguments, and their semantic
relationships. Due to the limitations of modeling methods and the conditions of pre-identified …
relationships. Due to the limitations of modeling methods and the conditions of pre-identified …
Pseudo zero pronoun resolution improves zero anaphora resolution
Masked language models (MLMs) have contributed to drastic performance improvements
with regard to zero anaphora resolution (ZAR). To further improve this approach, in this …
with regard to zero anaphora resolution (ZAR). To further improve this approach, in this …
Neural modeling of multi-predicate interactions for Japanese predicate argument structure analysis
The performance of Japanese predicate argument structure (PAS) analysis has improved in
recent years thanks to the joint modeling of interactions between multiple predicates …
recent years thanks to the joint modeling of interactions between multiple predicates …
Entity-centric joint modeling of Japanese coreference resolution and predicate argument structure analysis
T Shibata, S Kurohashi - Proceedings of the 56th Annual Meeting …, 2018 - aclanthology.org
Predicate argument structure analysis is a task of identifying structured events. To improve
this field, we need to identify a salient entity, which cannot be identified without performing …
this field, we need to identify a salient entity, which cannot be identified without performing …
Machine comprehension improves domain-specific Japanese predicate-argument structure analysis
N Takahashi, T Shibata, D Kawahara… - Proceedings of the …, 2019 - aclanthology.org
To improve the accuracy of predicate-argument structure (PAS) analysis, large-scale training
data and knowledge for PAS analysis are indispensable. We focus on a specific domain …
data and knowledge for PAS analysis are indispensable. We focus on a specific domain …
Revisiting the design issues of local models for Japanese predicate-argument structure analysis
Y Matsubayashi, K Inui - arXiv preprint arXiv:1710.04437, 2017 - arxiv.org
The research trend in Japanese predicate-argument structure (PAS) analysis is shifting from
pointwise prediction models with local features to global models designed to search for …
pointwise prediction models with local features to global models designed to search for …
Distance-free modeling of multi-predicate interactions in end-to-end Japanese predicate-argument structure analysis
Y Matsubayashi, K Inui - arXiv preprint arXiv:1806.03869, 2018 - arxiv.org
Capturing interactions among multiple predicate-argument structures (PASs) is a crucial
issue in the task of analyzing PAS in Japanese. In this paper, we propose new Japanese …
issue in the task of analyzing PAS in Japanese. In this paper, we propose new Japanese …
Neural adversarial training for semi-supervised Japanese predicate-argument structure analysis
Japanese predicate-argument structure (PAS) analysis involves zero anaphora resolution,
which is notoriously difficult. To improve the performance of Japanese PAS analysis, it is …
which is notoriously difficult. To improve the performance of Japanese PAS analysis, it is …
An empirical study of incorporating syntactic constraints into BERT-based location metonymy resolution
H Wang, S Du, X Zheng, L Meng - Natural Language Engineering, 2023 - cambridge.org
Metonymy resolution (MR) is a challenging task in the field of natural language processing.
The task of MR aims to identify the metonymic usage of a word that employs an entity name …
The task of MR aims to identify the metonymic usage of a word that employs an entity name …
[PDF][PDF] Neural japanese zero anaphora resolution using smoothed large-scale case frames with word embedding
S Yamashiro, H Nishikawa… - Proceedings of the 32nd …, 2018 - aclanthology.org
This paper presents a Japanese zero anaphora resolution model which deals with both
intraand inter-sentential zero anaphora. Solving inter-sentential anaphora needs to consider …
intraand inter-sentential zero anaphora. Solving inter-sentential anaphora needs to consider …