Reading List

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Bold papers are discussed in detail during our tutorial.

ML Assets Curation

• Contractor, Danish, et al. “Behavioral use licensing for responsible AI.” Proceedings of the 2022 ACM Conference on Fairness, Accountability, and Transparency. 2022.

• Llama 2 Community License Agreement

• Acceptable Use Policy for the Llama Materials

• Gemma Terms of Use

• Various Licenses and Comments about Them - Free Software Foundation

ML Assets Search and Discovery

ML Assets Utilization

• Duan, Moming, Qinbin Li, and Bingsheng He. “ModelGo: A practical tool for machine learning license analysis.” Proceedings of the ACM Web Conference 2024.

• Duan, Moming, et al. “” They’ve Stolen My GPL-Licensed Model!”: Toward Standardized and Transparent Model Licensing.” arXiv preprint arXiv:2412.11483 (2024).

• Jaeger, Michael C., et al. “The fossology project: 10 years of license scanning.” IFOSS L. Rev. 9 (2017): 9.

• Gordon, Thomas F. “Analyzing open source license compatibility issues with Carneades.” Proceedings of the 13th International Conference on Artificial Intelligence and Law. 2011.

• Edwards, Lilian. “The EU AI Act: a summary of its significance and scope.” Artificial Intelligence (the EU AI Act) 1 (2021): 25.

• EU Artificial Intelligence Act

• Implementing AI Bill of Materials (AI BOM) with SPDX 3.0

• Black Duck Software Composition Analysis

System Challenges in ML Assets Management