Emilio Ferrara
Emilio Ferrara has 2 papers in our library, in 2023–2026, most of them on Language models & pretraining, Vision & language; often with Alon Y. Halevy, Binghui Wang, David Corney.
OpenAlex · ORCID · Wikidata · h-index 72 · 1,783 works · 23,546 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 80 times in our library · 3 more in our library without a page yet · ⭐ Paper Stars ranking: #6024
Affiliations
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 worksArts and Humanities · 1 workLanguage and Linguistics · 1 workSocial Sciences · 1 workSociology and Political Science · 1 workSoftware · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workVision & language · 1 work
Works by year
2020s
Papers
- Factuality Challenges in the Era of Large Language Models (2023 · 243 citations)
This perspective article, written by researchers and fact-checking practitioners, looks at how chatbots built on LLMs such as ChatGPT, Bing Chat and Bard affect the reliability of public information. It presents no new dataset or model. Instead, it surveys existing evidence and frames the problem in two parts: - SilentDrift: Exploiting Action Chunking for Stealthy Backdoor Attacks on Vision-Language-Action Models (2026)
The paper exposes a security weakness in modern Vision-Language-Action (VLA) robot policies. When a model predicts a chunk of K future actions as relative (delta pose) movements, the robot carries out the whole chunk without visual correction. This intra-chunk open loop lets small per-step errors add up into a large…
All works
- Factuality Challenges in the Era of Large Language ModelsNature Machine IntelligenceIsabelle Augenstein, Timothy Baldwin, Meeyoung Cha, et al.2023 · 243 citations
- FairFed: Enabling Group Fairness in Federated Learning ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetYahya H. Ezzeldin et al.2021 · 200 citations
- SAGE: A Hybrid Geopolitical Event Forecasting System ↗International Joint Conference on Artificial Intelligence · no summary yetFred Morstatter et al.2019 · 24 citations
- Hybrid forecasting of geopolitical events† ↗AI Magazine · no summary yetDaniel M. Benjamin et al.2023 · 18 citations
- SilentDrift: Exploiting Action Chunking for Stealthy Backdoor Attacks on Vision-Language-Action ModelsFindings of the Association for Computational LinguisticsBingxin Xu, Yuzhang Shang, Binghui Wang, et al.2026
Co-authors here
- Alon Y. Halevy
- Binghui Wang
- David Corney
- Eduard Hovy
- Heng Ji
- Isabelle Augenstein
- Meeyoung Cha
- Scott A. Hale
- Tanmoy Chakraborty
- Timothy Baldwin
- Yuzhang Shang
Venues
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
- Nature Machine Intelligence: Nature Machine Intelligence 2023
- AI Magazine
- International Joint Conference on Artificial Intelligence
- Proceedings of the AAAI Conference on Artificial Intelligence
Cited by
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/emilio-ferrara/