SEMLA_Symposium
@semla_sym
Brings together researchers and practitioners in software engineering and machine learning to discuss challenges of building complex AI-based software systems.
ID: 1004034312684081152
http://semla.polymtl.ca/ 05-06-2018 16:16:49
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Great to be back Polytechnique Mtl for SEMLA_Symposium after almost 4 years. #SEMLA2024
Xi He from the University of Waterloo gave an insightful talk at #SEMLA2024 on Protecting User Privacy in the Age of AI: Challenges and Opportunities. 🚀To bridge the gaps towards a comprehensive privacy ecosystem, we need to conduct research, consult practitioners, and involve regulators.
Karime et al talked about generating SQL query from NL query using query reformulation, relevance feedback and LLM. SEMLA_Symposium
Denys Poshyvanyk from William & Mary talked about "Towards an #Interpretable Science of #DeepLearning for #SoftwareEngineering: A Causal Inference View". Can't be with us in person? Watch us online👉youtube.com/live/w2H3BfPsu…
Are there any general principles on how to use #LLMs? 🤔 பேராசிரியர் Prem Devanbu from Mark Davis show how 🗝 #bimodality in #software has remained durably useful, over 3 generations of language models, and different training approaches, including current practices of in-context learning.
🚀David Lo from Singapore Management University delivered a fantastic talk on the #Efficacy, #Efficiency, and #Security of Code #LLMs. He introduced 'VulMaster,' a groundbreaking tool that doubles the efficacy of vulnerability repair through #LLM collaboration and data-centric innovations. 🔧💡
Thank you very much SEMLA_Symposium. I had a great time discussing with many people during the symposium. My slide deck on "Efficacy, Efficiency, and Security of Code LLMs: Promises and Perils" is available at: mysmu.edu/faculty/davidl…