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Gabriel Agostini

2 accepted papers

2024

A Bayesian Spatial Model to Correct Under-Reporting in Urban Crowdsourcing

AAAI 2024technical

Decision-makers often observe the occurrence of events through a reporting process. City governments, for example, rely on resident reports to find and then resolve urban infrastructural problems such as fallen street trees, flooded basements, or rat infestations. Without additional assumptions, the…

2024

Topics, Authors, and Institutions in Large Language Model Research: Trends from 17K arXiv Papers

NAACL 2024long

Large language models (LLMs) are dramatically influencing AI research, spurring discussions on what has changed so far and how to shape the field’s future. To clarify such questions, we analyze a new dataset of 16,979 LLM-related arXiv papers, focusing on recent trends in 2023 vs. 2018-2022. First,…