Computational Linguistics Courses and Certifications

Center for Language & Speech Processing(CLSP), JHU

NLP for Related Languages

Explore NLP techniques for leveraging language relatedness to improve technologies for low-resource languages across phonology, morphosyntax, acoustics, and phylogenetics.

• YouTube
• 1 hour 1 minute
• 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

INSAIT Institute

NLP for More Realistic Fact-Checking

Explore cutting-edge NLP approaches for realistic fact-checking, addressing misinformation challenges and bridging the gap between research and real-world requirements in automated fact-checking.

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

Center for Language & Speech Processing(CLSP), JHU

Towards Meaning: The Tectogrammatical Sentence Representation - 2001

Explore tectogrammatical sentence representation, a linguistic approach for analyzing sentence structure and meaning, presented by Jan Hajic in 2001.

• YouTube
• 1 hour 19 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

An Information State Approach to Collaborative Reference

Explore collaborative reference in dialogue systems using information state approaches. Gain insights into language processing and communication dynamics.

• YouTube
• 1 hour 28 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Recent Advances in Transition-Based Dependency Parsing - 2012

Explore recent developments in transition-based dependency parsing, including globally trained classifiers, non-projective tree coverage, and joint tagging and parsing models for improved accuracy and efficiency.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Speech and Language Processing: Where Have We Been and Where Are We Going - 2003

Explore the past, present, and future of speech and language processing with insights on technological trends, data mining, and shifting priorities in the field.

• YouTube
• 1 hour 22 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

To Sentences and Beyond! Paving the Way for Context-Aware Machine Translation

Explore limitations of sentence-level machine translation and recent advancements in context-aware translation, including new evaluation datasets and document reconstruction techniques.

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

Center for Language & Speech Processing(CLSP), JHU

How Geometric Should Our Semantic Models Be?

Explore vector space models for word meaning representation and their extension to sentence-level semantics. Examine challenges and alternatives in computational linguistics.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Improving Machine Translation by Propagating Uncertainty - 2009

Explore innovative techniques for enhancing machine translation accuracy through uncertainty propagation in natural language processing systems.

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

Center for Language & Speech Processing(CLSP), JHU

EM Works for Pronoun-Anaphora Resolution - 2009

Explore EM algorithm's success in pronoun-anaphora resolution, learning parameters for state-of-the-art performance without hand-labeled data. Gain insights from Eugene Charniak's research.

• YouTube
• 1 hour 12 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Prominence in Conversational Speech: Pitch Accent, Contrast and Givenness

Explore pitch accent, contrast, and givenness in conversational speech. Discover how these factors impact prominence patterns and their role in improving text-to-speech synthesis naturalness.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Ontological Semantics: An Overview

Explore a comprehensive approach to text meaning in computer processing, covering theories, methodologies, and implementations for effective natural language processing applications.

• YouTube
• 1 hour 15 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Machine Translation - JSALT 2034

Explore machine translation techniques and advancements with expert Ondrej Bojar in this comprehensive JSALT 2034 workshop session.

• YouTube
• 2 hours 52 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Identifying Minimalist Languages from Dependency Structures

Explore dependency structures to identify minimalist languages, delving into linguistic theory and computational approaches with Ed Stabler.

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