Natural-language understanding

Applied sciences
Information engineering
Natural language processing
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Related lectures (32)

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Music Streaming Research: Natural Language Processing at Deezer

Showcases a student's internship at Deezer's research team working on natural language processing.

Internship Report: Hangqian Li

Covers an internship report at Tencent Al lab, focusing on 3D avatar reconstruction and neural rendering techniques.

Problem-solving before Instruction: Linear Algebra for Mechanical Engineers

Explores the benefits of problem-solving before instruction in a linear algebra course for mechanical engineers at ETH Zürich.

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.

Machine Learning for Education: Student Models and Conceptual Understanding

Explores student models, conceptual understanding prediction, and model transferability in education.

Word Embeddings: Introduction and Applications

Introduces word embeddings, explaining how they capture word meanings based on context and their applications in natural language processing tasks.

Model Analysis

Explores neural model analysis in NLP, covering evaluation, probing, and ablation studies to understand model behavior and interpretability.

Coreference Resolution

Delves into coreference resolution, discussing challenges, advancements, and evaluation methods.

Lesson Design: Backwards Design

Explores designing lessons with a focus on learning goals and constraints.

Predicate Logic: Introduction & Equivalences

Covers predicate logic basics, quantifiers, equivalences, and natural language translation examples.