Multimodal Neural Databases

Author:

Trappolini Giovanni1ORCID,Santilli Andrea1ORCID,Rodolà Emanuele1ORCID,Halevy Alon2ORCID,Silvestri Fabrizio3ORCID

Affiliation:

1. Sapienza University, Rome, Italy

2. Meta AI, Menlo Park, CA, USA

3. Sapienza University & ISTI-CNR, Rome, Italy

Funder

Progetti di Rilevante Interesse Nazionale

MUR National Recovery and Resilience Plan

EC H2020RIA

Publisher

ACM

Reference40 articles.

1. Ion Androutsopoulos , Graeme D Ritchie , and Peter Thanisch . 1995. Natural language interfaces to databases--an introduction. Natural language engineering , Vol. 1 , 1 ( 1995 ), 29--81. Ion Androutsopoulos, Graeme D Ritchie, and Peter Thanisch. 1995. Natural language interfaces to databases--an introduction. Natural language engineering, Vol. 1, 1 (1995), 29--81.

2. Alexei Baevski , Wei-Ning Hsu , Qiantong Xu , Arun Babu , Jiatao Gu , and Michael Auli . 2022 . Data2vec: A general framework for self-supervised learning in speech, vision and language . In International Conference on Machine Learning. PMLR, 1298--1312 . Alexei Baevski, Wei-Ning Hsu, Qiantong Xu, Arun Babu, Jiatao Gu, and Michael Auli. 2022. Data2vec: A general framework for self-supervised learning in speech, vision and language. In International Conference on Machine Learning. PMLR, 1298--1312.

3. Hangbo Bao , Wenhui Wang , Li Dong , Qiang Liu , Owais Khan Mohammed , Kriti Aggarwal, Subhojit Som, and Furu Wei. 2021 . Vlmo : Unified vision-language pre-training with mixture-of-modality-experts. arXiv preprint arXiv:2111.02358 (2021). Hangbo Bao, Wenhui Wang, Li Dong, Qiang Liu, Owais Khan Mohammed, Kriti Aggarwal, Subhojit Som, and Furu Wei. 2021. Vlmo: Unified vision-language pre-training with mixture-of-modality-experts. arXiv preprint arXiv:2111.02358 (2021).

4. Jonathan Berant , Andrew Chou , Roy Frostig , and Percy Liang . 2013 . Semantic parsing on freebase from question-answer pairs . In Proceedings of the 2013 conference on empirical methods in natural language processing. 1533--1544 . Jonathan Berant, Andrew Chou, Roy Frostig, and Percy Liang. 2013. Semantic parsing on freebase from question-answer pairs. In Proceedings of the 2013 conference on empirical methods in natural language processing. 1533--1544.

5. Alessandro Bozzon and Piero Fraternali . 2010. Multimedia and multimodal information retrieval . In Search Computing . Springer , 135--155. Alessandro Bozzon and Piero Fraternali. 2010. Multimedia and multimodal information retrieval. In Search Computing. Springer, 135--155.

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