Nicola De Cao
Nicola De Cao has 2 papers in our library, in 2019–2020, most of them on Named entity recognition, Question answering, Evaluation & benchmarks; often with Aleksandra Piktus, Angela Fan, Fabio Petroni.
OpenAlex · ORCID · h-index 18 · 43 works · 2,927 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 3,826 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #2549
Affiliations
Concepts, shelves and topics
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 4Research subjects and languages the work is about.Evaluation & benchmarks · 1 workNamed entity recognition · 1 workQuestion answering · 1 workReasoning · 1 work
Works by year
2020s
2010s
Papers
- KILT: a Benchmark for Knowledge Intensive Language Tasks (2020 · 665 citations)
Benchmarks for knowledge-heavy NLP tasks, such as open-domain QA, fact verification and entity linking, have each used their own Wikipedia version or corpus, file format and evaluation scripts. - Question Answering by Reasoning Across Documents with Graph Convolutional Networks (2019 · 136 citations)
Most reading comprehension systems answer questions from a single document or paragraph. This paper targets multi-hop question answering, where the answer can only be reached by chaining evidence spread over several documents. The authors propose Entity-GCN and evaluate it on the WikiHop dataset (built from WIKIPEDIA…
All works
- KILT: a Benchmark for Knowledge Intensive Language TasksFabio Petroni, Aleksandra Piktus, Angela Fan, et al.Conference of the North American Chapter of the Association for Computational Linguistics (NAACL) · 665 citations
- Multilingual Autoregressive Entity Linking · original ↗ · no summary yet · Transactions of the Association for Computational LinguisticsNicola De Cao et al.2022 · 153 citations
- Question Answering by Reasoning Across Documents with Graph Convolutional NetworksNicola De Cao, Wilker Aziz, Ivan TitovConference of the North American Chapter of the Association for Computational Linguistics (NAACL) · 136 citations
Co-authors here
- Aleksandra Piktus
- Angela Fan
- Fabio Petroni
- Ivan Titov
- James Thorne
- Jean Maillard
- Patrick Lewis
- Tim Rocktäschel
- Vladimir Karpukhin
- Wilker Aziz
- Yacine Jernite
Venues
- Conference of the North American Chapter of the Association for Computational Linguistics (NAACL) ×2: NAACL 2020, NAACL 2019
- Transactions of the Association for Computational…
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