PENELOPIE: Enabling Open Information Extraction for the Greek Language through Machine Translation
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Abstract (arXiv)
In this paper we present our submission for the EACL 2021 SRW; a methodology that aims at bridging the gap between high and low-resource languages in the context of Open Information Extraction, showcasing it on the Greek language. The goals of this paper are twofold: First, we build Neural Machine Translation (NMT) models for English-to-Greek and Greek-to-English based on the Transformer architecture. Second, we leverage these NMT models to produce English translations of Greek text as input for our NLP pipeline, to which we apply a series of pre-processing and triple extraction tasks. Finally, we back-translate the extracted triples to Greek. We conduct an evaluation of both our NMT and OIE methods on benchmark datasets and demonstrate that our approach outperforms the current state-of-the-art for the Greek natural language.
Key facts. Cited by 3 papers in the map (data through 14 Oct 2026). Builds on 21 of its 35 references that are in the map. First posted on arXiv 28 Mar 2021.
Builds on
21 of 35 references.
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Built on by
Citing papers per year: 2024: 2; 2025: 0; 2026: 1.
3 papers.
- 2024A Systematic Survey of Natural Language Processing for the Greek Languagecited by 1
- 2024FarFetched: Entity-centric Reasoning and Claim Validation for the Greek Language based on Textually Represented Environmentscited by 0
- 2026In Data or Invisible: Toward a Better Digital Representation of Low-Resource Languages with Knowledge Graphscited by 0
- 2026In Data or Invisible: Toward a Better Digital Representation of Low-Resource Languages with Knowledge Graphs7 May 2026
- 2024FarFetched: Entity-centric Reasoning and Claim Validation for the Greek Language based on Textually Represented Environments13 Jul 2024
- 2024A Systematic Survey of Natural Language Processing for the Greek Language13 Jul 2024