Reasoning in Natural Language with Dan Roth, PhD

In, "Reasoning in Natural Language,", you’ll join Dr. Dan Roth as he explores the intricate world of semantics and its pivotal role in understanding natural language. Delve into why, despite advancements in AI and machine learning, tasks requiring an understanding of truth and real-world context still need to be completed. Dr. Roth highlights cutting-edge approaches to tackle these issues, from decomposing reasoning tasks to combating information pollution. This session is essential for AI enthusiasts, and professionals in machine learning, natural language processing, and data science, offering deep insights into semantic understanding challenges and innovations. Enhance your skills with resources discussed, and available on GitHub, and explore data visualization and engineering techniques to advance your data science career.

#ArtificialIntelligence #MachineLearning #DeepLearning #NaturalLanguageProcessing #DataScience #AITalks #NLP #TechTalks #LearningAI #DataVisualization #MachineLearningCourses #TechInnovation

Timecodes:
0:00 - Intro
0:45 - AI in the news
2:15 - So where are we?
9:56 - Spatial Reasoning
20:17 - Key Challenges to NLP Researchers
25:57 - DIalog2APIs
34:23 - Comparable Texts Extraction
43:10 - Conclusion

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