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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 7 of 7 1 Integrating Personalized PageRank into Neural Word Sense Disambiguation ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Bevilacqua, Michele; ElSheikh, Ahmed. - : Underline Science Inc., 2021 BASE Show details 2 {W}iki{NE}u{R}al: {C}ombined Neural and Knowledge-based Silver Data Creation for Multilingual {NER} ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Campolungo, Niccolò; Cecconi, Francesco; Maiorca, Valentino; Navigli, Roberto; Tedeschi, Simone. - : Underline Science Inc., 2021 Abstract: Multilingual Named Entity Recognition (NER) is a key intermediate task which is needed in many areas of NLP. In this paper, we address the well-known issue of data scarcity in NER, especially relevant when moving to a multilingual scenario, and go beyond current approaches to the creation of multilingual silver data for the task. We exploit the texts of Wikipedia and introduce a new methodology based on the effective combination of knowledge-based approaches and neural models, together with a novel domain adaptation technique, to produce high-quality training corpora for NER. We evaluate our datasets extensively on standard benchmarks for NER, yielding substantial improvements up to 6 span-based F1-score points over previous state-of-the-art systems for data creation. ... URL: https://underline.io/lecture/38527-wikineural-combined-neural-and-knowledge-based-silver-data-creation-for-multilingual-ner https://dx.doi.org/10.48448/t1pm-ff94 BASE Hide details 3 {UniteD-SRL}: {A} Unified Dataset for Span- and Dependency-Based Multilingual and Cross-Lingual {S}emantic {R}ole {L}abeling ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Conia, Simone; Conia, Simone. - : Underline Science Inc., 2021 BASE Show details 4 IR like a SIR: Sense-enhanced Information Retrieval for Multiple Languages ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Banerjee, Somnath; Blloshmi, Rexhina. - : Underline Science Inc., 2021 BASE Show details 5 ConSeC: Word Sense Disambiguation as Continuous Sense Comprehension ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Barba, Edoardo; Navigli, Roberto. - : Underline Science Inc., 2021 BASE Show details 6 AMuSE-WSD: An All-in-one Multilingual System for Easy Word Sense Disambiguation ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Brignone, Fabrizio; Cecconi, Francesco. - : Underline Science Inc., 2021 BASE Show details 7 GeneSis: A Generative Approach to Substitutes in Context ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Lacerra, Caterina; Navigli, Roberto. - : Underline Science Inc., 2021 BASE Show details

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