Computational Linguistics Courses and Certifications

Center for Language & Speech Processing(CLSP), JHU

Language Engineering for Students and Professionals - Integrating Research and Education

Explore language engineering integration in research and education at CLSP's Workshop'99. Gain insights into bridging academic and professional perspectives in the field.

• YouTube
• 55 minutes
• On-Demand
• Free Video

Wolfram

Analyzing Ancient Greek Syntax

Explore ancient Greek syntax analysis through computational methods, developing functions for parts of speech, verb endings, and noun categories.

• YouTube
• 26 minutes
• On-Demand
• Free Video

Simons Institute

Interpreting Emergent Communication in Nonhuman Species

Explore techniques for decoding and interpreting emergent communication patterns in non-human species, with insights from cutting-edge research and AI applications.

• YouTube
• 49 minutes
• On-Demand
• Free Video

Simons Institute

Linguistic Interaction in Humans and Machines - Understanding Higher-Level Intelligence

Exploring methods from cognitive science to study ML models and human cognition, focusing on language-based projects that analyze adaptation and generalization in linguistic interactions.

• YouTube
• 51 minutes
• On-Demand
• Free Video

Hausdorff Center for Mathematics

Building Grammar Libraries for Mathematics and Avoiding Manual Work

Explore techniques for constructing efficient grammar libraries in mathematics, focusing on automation to minimize manual effort and enhance productivity in formal language development.

• YouTube
• 35 minutes
• On-Demand
• Free Video

Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Computational Methods to Analyze Lexical Semantic Change and Variation from Historical Texts

Explore computational techniques for analyzing lexical semantic evolution in historical texts, uncovering linguistic patterns and variations over time.

• YouTube
• 55 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Using Semantics to Help Learn Phonetic Categories

Discover how semantics can enhance phonetic category learning through computational models and linguistic analysis in this research-focused exploration of language acquisition.

• YouTube
• 51 minutes
• On-Demand
• Free Video

Simons Institute

Human and Machine Inductive Biases for Compositional Linguistic Generalization

Explore compositional linguistic generalization in humans and artificial neural networks. Compare model results with human patterns, highlighting challenges and opportunities in structural generalization research.

• YouTube
• 1 hour
• On-Demand
• Free Video

UofU Data Science

Tokenization and Morphology in Natural Language Processing

Master essential text processing concepts through tokenization and morphology analysis, exploring fundamental techniques for breaking down and understanding linguistic structures.

• YouTube
• 1 hour 21 minutes
• On-Demand
• Free Video

Big Data Demystified

Natural Language Processing Breakthroughs in Hebrew and Arabic Linguistics

Discover groundbreaking linguistic annotation techniques for Hebrew and Arabic NLP, exploring morphology, syntax, and dialectical variations through comprehensive datasets and innovative pipelines.

• YouTube
• 56 minutes
• On-Demand
• Free Video

UofU Data Science

Coreference Resolution in Natural Language Processing

Master the fundamentals of coreference resolution in natural language processing, exploring key concepts, algorithms, and practical applications for improving text understanding and analysis.

• YouTube
• 1 hour 20 minutes
• On-Demand
• Free Video

UofU Data Science

Semantic Parsing and Semantic Role Labeling

Master semantic parsing and Semantic Role Labeling (SRL) techniques to understand natural language structure, relationships between predicates and arguments, and core principles of computational linguistics.

• YouTube
• 1 hour 17 minutes
• On-Demand
• Free Video

UofU Data Science

Introduction to Dependency Parsing in Natural Language Processing

Master natural language processing techniques through dependency parsing, exploring syntactic relationships and grammatical structures in computational linguistics.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Free Video

UofU Data Science

Constituency Parsing in Natural Language Processing

Master constituency parsing techniques and tree structures for analyzing syntactic relationships in natural language processing, focusing on hierarchical sentence decomposition.

• YouTube
• 1 hour 18 minutes
• On-Demand
• Free Video

UofU Data Science

Multilingual Large Language Models - Fundamentals and Applications

Explore the capabilities and applications of multilingual language models through an in-depth technical lecture covering key concepts, challenges, and implementation strategies.

• YouTube
• 1 hour 20 minutes
• On-Demand
• Free Video