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Modern NLP and Ethics in NLP

Delves into advancements and challenges in NLP, along with ethical considerations and potential harms.

Introduction: thematic and evaluation

Introduces beliefs, including religious beliefs, rumors, and conspiracy theories, emphasizing critical analysis and interpretation of texts.

Ethical Analysis and Human Good

Explores ethical analysis, 'goods at stake', and the impact on human good, emphasizing equality, empowerment, and responsible decision-making.

History of Al-Khwarizmi

Delves into the history of Al-Khwarizmi and his contributions to algorithms and algebra.

Knowledge Modeling: Introduction

Introduces knowledge modeling, focusing on explicitly stating and manipulating knowledge.

Spatial Reasoning

Explores cognitive charge, memory, knowledge types, mental models, spatial orientation, and problem-solving skills.

Neuro-symbolic Representations: Commonsense Knowledge & Reasoning

Explores neuro-symbolic representations for understanding commonsense knowledge and reasoning, emphasizing the challenges and limitations of deep learning in natural language processing.

Predicate Logic: Organisational Questions

Addresses organizational aspects, availability of exercises, cheat sheets, and basic knowledge in predicate logic.

Ethical Analysis: Introduction to Methodology

Introduces the methodology for ethical analysis and emphasizes the importance of impartial judgment and preventing violence through ethical duty.

Convergence and Compactness in R^n

Explores adhesion, convergence, closed sets, compact subsets, and examples of subsets in R^n.