Turnitin's Sumeet Singh and Saurabh Bipin Cahndra on partnering with Weights & Biases

Hear from Sumeet Singh, Distinguished ML Scientist and Saurabh Bipin Cahndra, Principal ML Scientist at Turnitin, as they discuss their deep learning models and the integration of AI in education.
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Sumeet and Saurabh explore various aspects of their work, including NLP, vision models, and AI writing detection. They emphasize the importance of AI in improving learning outcomes and share how Turnitin uses Weights & Biases to enhance their machine learning processes.
Topics covered include:
- The role of deep learning models in grading, feedback, and AI writing detection at Turnitin.
- How Turnitin's products incorporate NLP and vision models for various applications, including handwritten paper scanning and digital text analysis.
- The significance of AI adoption in education and its impact on students and instructors.
- The use of Weights & Biases for logging training runs, enhancing reproducibility, and improving collaboration within AI projects.
- Insights into the future of AI in natural language processing and the potential for breakthroughs in AI model reliability.
Chapters:
0:00 Introductions
0:23 Overview of AI Products and Models
1:00 AI in Education: Writing, Authorship, and Video Proctoring
2:05 Personalized Learning with AI
2:24 Implementing Weights and Biases for Machine Learning
3:49 Future of AI: Natural Language Processing and Industry Readiness