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Explore the evolving landscape of conversation systems in this 42-minute talk by Dr. Shailesh Kumar. Delve into the potential of reasoning-based approaches for advancing chatbot sophistication. Learn about the four big paradigm shifts, aspects and levels of conversation systems, single answer factoid questions, and reason-based question answering. Discover the four stages of reasoning-based Q&A and gain insights into AI-assisted diagnosis. Conclude with key takeaways and participate in a Q&A session to deepen your understanding of this emerging field in data science and artificial intelligence.
Syllabus
- Introductions
- The Four Big Paradigm Shifts
- Aspects of Conversation Systems
- Levels of Conversation Systems
- Single Answer Factoid Questions
- Reason Based Question Answering
- The Four Stages of Reasoning Based Q&A
- AI-Assisted-Diagnosis
- Key Takeaways
- Q&A
Taught by
Open Data Science