[PDF][PDF] Generating high quality proposition banks for multilingual semantic role labeling

A Akbik, L Chiticariu, M Danilevsky, Y Li… - Proceedings of the …, 2015 - aclanthology.org
Semantic role labeling (SRL) is crucial to natural language understanding as it identifies the
predicate-argument structure in text with semantic labels. Unfortunately, resources required …

Universal proposition bank 2.0

I **dal, A Rademaker, M Ulewicz, H Linh… - Proceedings of the …, 2022 - aclanthology.org
Semantic role labeling (SRL) represents the meaning of a sentence in the form of predicate-
argument structures. Such shallow semantic analysis is helpful in a wide range of …

Label definitions improve semantic role labeling

L Zhang, I **dal, Y Li - Proceedings of the 2022 Conference of …, 2022 - aclanthology.org
Argument classification is at the core of Semantic Role Labeling. Given a sentence and the
predicate, a semantic role label is assigned to each argument of the predicate. While …

Managing users' behaviors on open content crowdsourcing platform

CH Au, KKW Ho, DKW Chiu - Journal of Computer Information …, 2022 - Taylor & Francis
Content crowdsourcing, which refers to the mechanisms of individuals' contribution to the
common subject matters, followed by consolidation, is increasingly common. 1 One of the …

[PDF][PDF] Polyglot: Multilingual semantic role labeling with unified labels

A Akbik, Y Li - Proceedings of ACL-2016 System Demonstrations, 2016 - aclanthology.org
Semantic role labeling (SRL) identifies the predicate-argument structure in text with
semantic labels. It plays a key role in understanding natural language. In this paper, we …

K-SRL: Instance-based learning for semantic role labeling

A Akbik, Y Li - Proceedings of COLING 2016, the 26th …, 2016 - aclanthology.org
Semantic role labeling (SRL) is the task of identifying and labeling predicate-argument
structures in sentences with semantic frame and role labels. A known challenge in SRL is …

Multilingual aliasing for auto-generating proposition banks

A Akbik, X Guan, Y Li - Proceedings of COLING 2016, the 26th …, 2016 - aclanthology.org
Abstract Semantic Role Labeling (SRL) is the task of identifying the predicate-argument
structure in sentences with semantic frame and role labels. For the English language, the …

PriMeSRL-Eval: A Practical Quality Metric for Semantic Role Labeling Systems Evaluation

I **dal, A Rademaker, KN Tran, H Zhu… - arxiv preprint arxiv …, 2022 - arxiv.org
Semantic role labeling (SRL) identifies the predicate-argument structure in a sentence. This
task is usually accomplished in four steps: predicate identification, predicate sense …

Leveraging natural supervision for language representation learning and generation

M Chen - arxiv preprint arxiv:2207.10617, 2022 - arxiv.org
Recent breakthroughs in Natural Language Processing (NLP) have been driven by
language models trained on a massive amount of plain text. While powerful, deriving …

Applications of Wiki in web-based research support system

CH Au, KKW Ho - Library Hi Tech, 2020 - emerald.com
Applications of Wiki in web-based research support system | Emerald Insight Books and
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