How do computers understand human language?
What is Natural Language Processing (NLP), and why is Arabic so challenging for artificial intelligence?
In this episode of Know Time, we speak with Nizar Habash, a leading expert in Arabic Natural Language Processing, about linguistics, computational linguistics, AI, machine learning, and Large Language Models (LLMs).
From the foundations of NLP to the technology behind modern AI, this conversation explores how machines process language, how linguistic knowledge helps computers interpret meaning, and the challenges of building AI systems that work across languages and dialects.
In this episode, we discuss:
- Natural Language Processing (NLP) explained: how computers work with human language
- The relationship between linguistics, computer science, and artificial intelligence
- Why Arabic presents unique challenges for NLP and AI
- Arabic morphology, dialects, and the complexities of language processing
- How machine learning enables computers to analyse and generate text
- Large Language Models (LLMs): how they relate to NLP
- The capabilities and limitations of modern language technologies
- The future of Arabic NLP and multilingual artificial intelligence
Nizar Habash shares insights from his research into Arabic language technology and explains how linguistics and computer science come together to build more capable language-processing systems.
Whether you're interested in AI, ChatGPT, linguistics, Arabic, computer science, machine learning, or the technology behind Large Language Models, this conversation offers an accessible introduction to Natural Language Processing.Subscribe to Know Time for long-form conversations with leading scientists, researchers, authors, and thinkers.
Nizar: https://www.nizarhabash.com/
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Producer & Host: Shalaj Lawania
TIMELINE
0:00 Trailer
2:09 Introduction
3:23 The Beauty of Language
7:30 Language & Identity
14:35 Creating A Language
26:21 Arabic 101: Orthographic Ambiguity
34:26 Arabic 101: Morphological Richness
40:01 Arabic 101: Phonological Variation
43:34 Arabic 101: Hominems
45:22 Arabic Dialects
50:26 Arabic & Arab Identity
57:18 Language, Peace & Unity
1:02:50 The Purpose of Language
1:13:41 The History of Natural Language Processing
1:25:10 How Does An LLM Work?
1:32:02 Why Do LLMs Hallucinate?
1:37:44 The Poverty of the Stimulus Argument
1:44:47 How Do We Learn A Language?
1:47:49 Arabic Tokenization
1:53:42 Arabic Machine Translation
1:57:50 Do LLMs Create Their Own Language?
2:02:47 Bias in AI Models
2:13:05 Sentient AI
2:18:18 The Limits of Language & Cognition
2:25:24 Lego, Inspirations, Legacy & Meaning of Life
#naturallanguageprocessing #computerscience #artificialintelligence #ai
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