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Andrea Pedrotti

3 accepted papers

2025

How Humans and LLMs Organize Conceptual Knowledge: Exploring Subordinate Categories in Italian

ACL 2025long

People can categorize the same entity at multiple taxonomic levels, such as basic (bear), superordinate (animal), and subordinate (grizzly bear). While prior research has focused on basic-level categories, this study is the first attempt to examine the organization of categories by analyzing exempla…

Cited by 0SourcePDFScholar
2025

Stress-testing Machine Generated Text Detection: Shifting Language Models Writing Style to Fool Detectors

ACL 2025finding

Recent advancements in Generative AI and Large Language Models (LLMs) have enabled the creation of highly realistic synthetic content, raising concerns about the potential for malicious use, such as misinformation and manipulation. Moreover, detecting Machine-Generated Text (MGT) remains challenging…

2024

ViLMA: A Zero-Shot Benchmark for Linguistic and Temporal Grounding in Video-Language Models

ICLR 2024poster

With the ever-increasing popularity of pretrained Video-Language Models (VidLMs), there is a pressing need to develop robust evaluation methodologies that delve deeper into their visio-linguistic capabilities. To address this challenge, we present ViLMA (Video Language Model Assessment), a task-agno…

Cited by 13SourcePDFScholar