The Battle of Giants: Causal AI vs NLP

Explore the cutting-edge developments in Causal AI and Natural Language Processing in this comprehensive 1-hour video presentation. Delve into the latest advancements in Causal NLP, including papers accepted at NeurIPS 2023, and learn how to implement a causal Transformer model using Python. Discover the Ladder of Causation, various streams of Causal NLP, and the innovative CausalBert technique for de-confounding text. Gain practical insights into the modeling pipeline, including instantiation, training, and prediction. Understand the fundamentals, benefits, and real-world applications of Causal AI in text data analysis, and witness how these developments can bring tangible business value.

Introduction
Ladder of Causation
Streams of Causal NLP
CausalBert
Modeling Pipeline - instantiate, train, predict