Nicola De Cao

About Nicola De Cao

Nicola De Cao, With an exceptional h-index of 17 and a recent h-index of 17 (since 2020), a distinguished researcher at Universiteit van Amsterdam, specializes in the field of Machine Learning, Natural Language Processing, Artificial Intelligence, Question Answering, Graph Neural Networks.

His recent articles reflect a diverse array of research interests and contributions to the field:

Learning to Plan and Generate Text with Citations

Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Entity Centric Neural Models for Natural Language Processing

Gemini: a family of highly capable multimodal models

Querying large language models with SQL

Multilingual autoregressive entity linking

GenIE: Generative Information Extraction

Sparse Interventions in Language Models with Differentiable Masking

Nicola De Cao Information

University

Position

PhD at and The University of Edinburgh

Citations(all)

3290

Citations(since 2020)

3237

Cited By

740

hIndex(all)

17

hIndex(since 2020)

17

i10Index(all)

18

i10Index(since 2020)

18

Email

University Profile Page

Google Scholar

Nicola De Cao Skills & Research Interests

Machine Learning

Natural Language Processing

Artificial Intelligence

Question Answering

Graph Neural Networks

Top articles of Nicola De Cao

Title

Journal

Author(s)

Publication Date

Learning to Plan and Generate Text with Citations

arXiv preprint arXiv:2404.03381

Constanza Fierro

Reinald Kim Amplayo

Fantine Huot

Nicola De Cao

Joshua Maynez

...

2024/4/4

Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

arXiv preprint arXiv:2403.05530

Machel Reid

Nikolay Savinov

Denis Teplyashin

Dmitry Lepikhin

Timothy Lillicrap

...

2024/3/8

Entity Centric Neural Models for Natural Language Processing

Nicola De Cao

2024/5/14

Gemini: a family of highly capable multimodal models

arXiv preprint arXiv:2312.11805

Gemini Team

Rohan Anil

Sebastian Borgeaud

Yonghui Wu

Jean-Baptiste Alayrac

...

2023/12/19

Querying large language models with SQL

arXiv preprint arXiv:2304.00472

Mohammed Saeed

Nicola De Cao

Paolo Papotti

2023/4/2

Multilingual autoregressive entity linking

Transactions of the Association for Computational Linguistics

Nicola De Cao

Ledell Wu

Kashyap Popat

Mikel Artetxe

Naman Goyal

...

2022/3/25

GenIE: Generative Information Extraction

arXiv preprint arXiv:2112.08340

Martin Josifoski

Nicola De Cao

Maxime Peyrard

Fabio Petroni

Robert West

2021/12/15

Sparse Interventions in Language Models with Differentiable Masking

EMNLP 2021 - Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing BlackboxNLP Workshop

Nicola De Cao

Leon Schmid

Dieuwke Hupkes

Ivan Titov

2021/12/13

Highly Parallel Autoregressive Entity Linking with Discriminative Correction

arXiv preprint arXiv:2109.03792

Nicola De Cao

Wilker Aziz

Ivan Titov

2021/9/8

Editing Factual Knowledge in Language Models

arXiv preprint arXiv:2104.08164

Nicola De Cao

Wilker Aziz

Ivan Titov

2021/4/16

NeurIPS 2020 EfficientQA competition: Systems, analyses and lessons learned

Sewon Min

Jordan Boyd-Graber

Chris Alberti

Danqi Chen

Eunsol Choi

...

2021/8/7

A Memory Efficient Baseline for Open Domain Question Answering

arXiv preprint arXiv:2012.15156

Gautier Izacard

Fabio Petroni

Lucas Hosseini

Nicola De Cao

Sebastian Riedel

...

2020/12/30

How do Decisions Emerge across Layers in Neural Models? Interpretation with Differentiable Masking

arXiv preprint arXiv:2004.14992

Nicola De Cao

Michael Schlichtkrull

Wilker Aziz

Ivan Titov

2020/4/30

Autoregressive Entity Retrieval

International Conference on Learning Representations

Nicola De Cao

Gautier Izacard

Sebastian Riedel

Fabio Petroni

2020/10/2

Interpreting Graph Neural Networks for NLP With Differentiable Edge Masking

ICLR 2021 - Proceedings of the 9th International Conference on Learning Representations

Michael Sejr Schlichtkrull

Nicola De Cao

Ivan Titov

2020/10/1

KILT: a Benchmark for Knowledge Intensive Language Tasks

Fabio Petroni

Aleksandra Piktus

Angela Fan

Patrick Lewis

Majid Yazdani

...

2021/6/6

The Power Spherical distribution

arXiv preprint arXiv:2006.04437

Nicola De Cao

Wilker Aziz

2020/6/8

See List of Professors in Nicola De Cao University(Universiteit van Amsterdam)

Co-Authors

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