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Pistoia Alliance - NLP and LLM Use Case Database Public Version

Pistoia Alliance - NLP and LLM Use Case Database Public Version

 

Project Objective

Document NLP use cases and derive lessons learned for the Pistoia Alliance NLP and LLM community. We include case studies from within the Pistoia Alliance project portfolio and from the solutions implemented by our member companies.

Project Team Members

Project Champion:

  • Etzard Stolte, Roche

NLP Project Steering Committee:

  • TBD, Zuhlke

  • Mario Sänger, AstraZeneca

  • Roman Saiz, Roche

  • Aleksandar Kapisoda, Boehringer-Ingelheim

Original project team:

  • Bikalpa Neupane, Takeda

  • Rainer Winnenburg, Abbvie

  • Harsha Gurulingappa, Merck

  • Rikke Andreasen, Novo Nordisk

  • Jordi Casanellas, Bayer

  • Leanne Cummings, CSL Behring

  • Giorgio Gatti, Boehringer-Ingelheim

  • Enrico Santus, Boehringer-Ingelheim

  • Daniel Schauer, Takeda

  • Preethi Ramesh, Takeda

Other stakeholders and observers:

  • Roland Hangelbroek, Novo Nordisk

  • Tankred Ott, Novo Nordisk

  • Jens Barthelmes, Boehringer-Ingelheim

  • Elif Ozkirimli, Roche

  • Jake Janey, Vertex

  • Jeremy Zhang, Gilead

  • Matthew Crawford, Pfizer

  • Jonathan Wolter, Takeda

  • Marion Legler, Bayer

  • M. Farahani, Chiesi

  • P. Grossi, Chiesi

  • Renan Andrade-Pereira, Servier

  • Murthy Devarakonda, Novartis

  • Vera Hazelwood, AstraZeneca

  • Vladimir Poroshin, AstraZeneca

  • Richard Jackson, AstraZeneca

  • Mokanarangan Thayaparan, AstraZeneca

  • Elliot Ford, AstraZeneca

  • Christopher May, AstraZeneca

  • Atsuko Sato, Kyowa Kirin

  • Yoko Ono, Kyowa Kirin

  • Yusuke Sato, Kyowa Kirin

  • Kana Yamada, Kyowa Kirin

  • Kyra See, Kyowa Kirin

  • Itaru Urakawa, Kyowa Kirin

  • Solmaz Gabery Adams, Novo Nordisk

  • Diana Miszczuk, Novo Nordisk

  • Jesse Anton, Whitespace

Summary of Lessons Learned

  • There are statistically significant correlations between project success and the project maturity, business support, and developer support dimensions

  • It is also important to match the NLP method to the business case

  • Language choice (English vs non-English) is a significant factor for technical success in LLM projects

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