Computational Linguistics Courses and Certifications

Center for Language & Speech Processing(CLSP), JHU

Learning Probabilistic and Lexicalized Grammars for Natural Language Processing

Explore probabilistic lexicalized grammars for NLP, focusing on PLTIGs and efficient induction techniques to reduce dependency on human-annotated data.

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

Center for Language & Speech Processing(CLSP), JHU

Automatic Summarization - 2009

Explore automatic summarization techniques, focusing on extractive and abstractive methods, evaluation metrics, and applications in natural language processing.

• YouTube
• 1 hour 24 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Rational Recurrences for Empirical Natural Language Processing

Explore rational recurrences in NLP, combining deep learning with linguistic theory for more interpretable models without sacrificing accuracy. Discover new approaches to weighted finite-state pattern matching and their applications.

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

Center for Language & Speech Processing(CLSP), JHU

Introduction to Arabic Natural Language Processing - Part 1

Explore Arabic NLP fundamentals, covering linguistic challenges and computational approaches for processing the Arabic language.

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

Center for Language & Speech Processing(CLSP), JHU

Advances in Machine Translation and Language Understanding - 2013

Explore cutting-edge advancements in machine translation and language understanding with insights from Chris Callison-Burch's seminar at Johns Hopkins University's CLSP.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Video

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

Center for Language & Speech Processing(CLSP), JHU

How Important is "Starting Small" in Language Acquisition - 2001

Explore connectionist simulations challenging the "starting small" theory in language acquisition, examining critical period effects and implicit prediction in language learning.

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

Center for Language & Speech Processing(CLSP), JHU

Low-Pass Semantics with a Bit of Discourse - November 2013

Explore advances in natural language processing and the challenge of creating systems that understand text, with insights on leveraging distributional regularities for effective analysis.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Behavioral, Neuroscience, and Computational Methods in the Study of Human Speech

Explore modality-specific speech processing through behavioral, brain imaging, and computational methods. Discover evidence challenging conventional theories of abstract linguistic encoding in speech perception.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Context-Sensitivity and Stochastic Unification-Based Grammars - 2000

Explore context-sensitive interactions in probabilistic grammars, log-linear models, and stochastic unification-based grammars with implications for optimality theory.

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

Center for Language & Speech Processing(CLSP), JHU

Kreyòl-MT - Machine Translation for Latin American, Caribbean, and Colonial African Creole Languages

Explore machine translation for Creole languages with Kreyòl-MT, enhancing communication across Latin America, Caribbean, and Colonial Africa. Learn about innovative NLP techniques.

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

AI Institute at UofSC - #AIISC

Introduction to NLP - Part 4 - Lecture 7

Explore advanced Natural Language Processing concepts and techniques in this comprehensive lecture by Dr. Das, expanding your understanding of NLP fundamentals.

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

AI Institute at UofSC - #AIISC

Introduction to Natural Language Processing (NLP) - Part 2 - Lecture 5

Explore advanced Natural Language Processing concepts and techniques with Dr. Das in this comprehensive lecture on NLP fundamentals and applications.

• YouTube
• 1 hour 37 minutes
• On-Demand
• Free Video

AI Institute at UofSC - #AIISC

Introduction to Natural Language Processing (NLP) - Part 3 - Lecture 6

Explore advanced Natural Language Processing concepts and techniques with Dr. Das in this comprehensive lecture, expanding your understanding of NLP applications.

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

AI Institute at UofSC - #AIISC

Introduction to Natural Language Processing (NLP) - Part 1 - Lecture 4

Explore fundamental concepts of Natural Language Processing (NLP) with Dr. Das, covering key principles and applications in this introductory lecture.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Video