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Related lectures (32)

Syntactic Parsing and Graph2Graph Transformers

Covers syntactic parsing, dependency grammar, and graph-based neural network parsing.

Chemistry of Elements: Oxygen and Phosphorus

Explores the chemistry of oxygen, phosphorus, arsenic, antimony, and bismuth, including their properties, compounds, and historical significance.

Homogeneous Catalysis Basics

Introduces the basics of homogeneous catalysis, focusing on reaction mechanisms and catalyst design.

Parsing: CYK Algorithm

Explores formal grammars, parsing algorithms, CYK algorithm efficiency, and syntactic correctness in Natural Language Processing.

Modeling Class: Vesta Software Visualization

Explores crystal structure visualization using Vesta software for CCP and HCP arrangements.

Multilingual NLP: Challenges and Innovations

Covers the importance of multilingual NLP and the challenges in scaling language models.

Fracture Mechanics: Crack Growth and Stability

Explores crack propagation, stability, cohesive zones, and fatigue crack growth in materials.

Transient Heat Transfer

Covers exercises on heat and mass transfer, including multimodal heat transfer and transient conduction.

Introduction to NLP and the Course

Covers the basics of Natural Language Processing, including challenges, linguistic processing levels, and the impact of power laws.

Music and Emotion: Understanding Expressive Communication

Explores the communication differences between music and language, models of emotion, and how emotions can be measured in music.

Classical Language Models: Foundations and Applications

Introduces classical language models, their applications, and foundational concepts like count-based modeling and evaluation metrics.

Neural Networks: Training and Activation

Explores neural networks, activation functions, backpropagation, and PyTorch implementation.

Introduction to Natural Language Processing

Introduces the basics of Natural Language Processing, covering challenges, application domains, and linguistic processing levels.

Untitled

Chomsky Normal Form Transformation

Covers the conversion to Chomsky Normal Form by removing unproductive and unreachable symbols.

Radiation Metrics and Surface Properties

Explores radiation metrics, surface properties, and the interaction of thermal radiation with matter.

Electrokinetic Devices: Streaming, Drawing and Waving Potentials

Explores electrokinetic devices, focusing on leveraging nanoscale structures to improve device performance and energy conversion.

Boltzmann Equation: Scattering Term

Covers the Boltzmann equation's scattering term and carrier scattering, including phonons, electrons, photons, and molecules.

Forced Convection Correlations

Explores forced external convection correlations and the procedure for solving convection problems, including the comparison of velocity and thermal boundary layers.

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